Tier B · benchmark_suite

Numeric results available

OligoGym

Twelve curated ASO/siRNA/shRNA datasets with explicit split comparisons.

Result coverage

45,932 result rows across 24 protocols

Primary sources: primary_sources_screened
Related works: priority_systematic_search_complete
Authority readiness: usable_with_caveats
Literature cutoff: 2026-08-06

Track	Numeric coverage	Evidence closure	Blocker
`B27-TR01` OligoGym — siRNA, ASO or shRNA design	numeric_results_available 45932 results	closed_with_numeric_evidence	NR

Protocol-level results

Choose the evaluation unit before comparing scores.

Each card keeps the four claim types inside one protocol + metric fingerprint.

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

acute_neurotox_lna | nucleobase

Full results →

acute_neurotox_lna · official five-fold nucleobase cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

CNN21.023381MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-9AC97971195FD61966D44CF2

Pearson rOligoGym mean test-fold Pearson correlation · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

CNN0.56679201Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-22AB141B687F9965E9ED8F7A

R²OligoGym mean test-fold coefficient of determination · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

LinearModel0.30841735R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-53AC1A7ACDC645A9EEC645FA

RMSEOligoGym mean test-fold root mean squared error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

CNN27.826628RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-18F0E4F1D33EB70BA8C26B3B

Spearman ρOligoGym mean test-fold Spearman correlation · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

CNN0.57492138Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-BDFA200BF15A86587B6C3B9B

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

acute_neurotox_lna | random

Full results →

acute_neurotox_lna · official five-fold random cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel17.949313MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-A4F3896127C1687E0651CE87

Pearson rOligoGym mean test-fold Pearson correlation · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.76184426Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-688E458861D973DDFED4E7A2

R²OligoGym mean test-fold coefficient of determination · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.57698937R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-0A75394B0A70113BBAE56B0F

RMSEOligoGym mean test-fold root mean squared error · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel25.282686RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-4551A3E1EC55C882365667FA

Spearman ρOligoGym mean test-fold Spearman correlation · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.71597903Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-3ED7B53FF97C5CCAEE12E41C

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

acute_neurotox_moe_cleaned | nucleobase

Full results →

acute_neurotox_moe_cleaned · official five-fold nucleobase cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

Transformer1.0712163MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-4C0A8AB10B43F512BDBFAF73

Pearson rOligoGym mean test-fold Pearson correlation · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

Transformer0.70253962Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-FE252BBC43D478FE75296BFD

R²OligoGym mean test-fold coefficient of determination · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

Transformer0.465923R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-1AC692B097722200FAC73D86

RMSEOligoGym mean test-fold root mean squared error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

Transformer1.4431808RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-B5FFE51C2C1BFC7FD4CC0BA5

Spearman ρOligoGym mean test-fold Spearman correlation · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

Transformer0.70047342Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-55217119937C69759851AFE6

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

acute_neurotox_moe_cleaned | random

Full results →

acute_neurotox_moe_cleaned · official five-fold random cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

CNN1.1177035MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-ACDDC657E881B7C881EE0A58

Pearson rOligoGym mean test-fold Pearson correlation · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

Transformer0.74880922Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-F0B40218DE502C07041255C0

R²OligoGym mean test-fold coefficient of determination · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.55054463R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-9CBD13AB00CB73AA8097D1D1

RMSEOligoGym mean test-fold root mean squared error · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

CNN1.4580685RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-30051318ED638FB2496AE385

Spearman ρOligoGym mean test-fold Spearman correlation · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.762064Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-7C7B469E7679DD624EDDBE6E

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

asoptimizer_cleaned | nucleobase

Full results →

asoptimizer_cleaned · official five-fold nucleobase cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel20.553773MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-6C1BCC124BD9B943C21EED0D

Pearson rOligoGym mean test-fold Pearson correlation · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

CNN0.47917534Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-175DFBD50E2BE87EB7E63CDD

R²OligoGym mean test-fold coefficient of determination · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.21073152R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-AE95DB1084E3F158EAA25BEA

RMSEOligoGym mean test-fold root mean squared error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel24.994211RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-ACC161C3E5BF0E4FD3F1ED5A

Spearman ρOligoGym mean test-fold Spearman correlation · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

CNN0.47588394Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-0EB3DFC7B63CA7A2A6B6A702

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

asoptimizer_cleaned | random

Full results →

asoptimizer_cleaned · official five-fold random cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 368 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

XGBoostModel17.041322MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-67CDB8BAFD38CC9BDB894D04

Pearson rOligoGym mean test-fold Pearson correlation · 368 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

XGBoostModel0.63847677Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-0545502B3CB37FD5C78D7468

R²OligoGym mean test-fold coefficient of determination · 368 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.39872029R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-E27D74DD8488B3A0BF8F3741

RMSEOligoGym mean test-fold root mean squared error · 368 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

XGBoostModel22.003571RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-A4043F252BA011426FFFE89A

Spearman ρOligoGym mean test-fold Spearman correlation · 368 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.63494547Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-771D02B16F7FBFC69C1E981F

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

cytotox_lna | nucleobase

Full results →

cytotox_lna · official five-fold nucleobase cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 369 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

MLP0.11243924MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-19B155AE916B66975E9E3B7F

Pearson rOligoGym mean test-fold Pearson correlation · 369 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

Transformer0.72104488Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-CB79169D7BC233409FBD69D8

R²OligoGym mean test-fold coefficient of determination · 369 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

MLP0.35648514R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-C78EE49181324A67A20620E4

RMSEOligoGym mean test-fold root mean squared error · 369 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

MLP0.14064581RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-23D6C8896EA46BE4BBE93515

Spearman ρOligoGym mean test-fold Spearman correlation · 369 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

Transformer0.77887884Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-1A1CEEDB8654CDAF7E14AA01

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

cytotox_lna | random

Full results →

cytotox_lna · official five-fold random cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

XGBoostModel0.059986136MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-3452F55D15098CEC2E12ABFF

Pearson rOligoGym mean test-fold Pearson correlation · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

XGBoostModel0.91099878Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-76D5CF8CB7C23ACF10E251E3

R²OligoGym mean test-fold coefficient of determination · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

XGBoostModel0.82799222R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-F228DDBD3B3CAA44A23A824F

RMSEOligoGym mean test-fold root mean squared error · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.083659806RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-79C24F07768C475193A73B42

Spearman ρOligoGym mean test-fold Spearman correlation · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

XGBoostModel0.9289333Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-10D607C785F29C34F8999784

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

immune_modulation_TLR7 | nucleobase

Full results →

immune_modulation_TLR7 · official five-fold nucleobase cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.52929198MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-373A1EB617466F1064BBE5F2

Pearson rOligoGym mean test-fold Pearson correlation · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.72695439Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-B98EBA2C4E8B2207CFF98E17

R²OligoGym mean test-fold coefficient of determination · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.48763191R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-AA56A6023028575991921A0B

RMSEOligoGym mean test-fold root mean squared error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.6932495RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-2BDFDFD3A7302A021628362D

Spearman ρOligoGym mean test-fold Spearman correlation · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

Transformer0.71647795Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-335AD5D57B714A1797B5D9B6

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

immune_modulation_TLR7 | random

Full results →

immune_modulation_TLR7 · official five-fold random cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.47397989MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-45810440D24CC8EF69C1A5EF

Pearson rOligoGym mean test-fold Pearson correlation · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.78374122Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-21278887F209D6B1F2081F9F

R²OligoGym mean test-fold coefficient of determination · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.58639864R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-743B78F404BC21B3D73114C0

RMSEOligoGym mean test-fold root mean squared error · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.61562015RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-B3BC4D39A189636AB6FC961F

Spearman ρOligoGym mean test-fold Spearman correlation · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.78951908Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-79702024FC1E2CB6548137DF

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

immune_modulation_TLR8 | nucleobase

Full results →

immune_modulation_TLR8 · official five-fold nucleobase cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel14.006468MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-CA4378B0DB1CDD76C973FA22

Pearson rOligoGym mean test-fold Pearson correlation · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.69946386Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-831B291E69D8E63CC6E86E20

R²OligoGym mean test-fold coefficient of determination · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.4499571R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-ADEBAD77BBC07943DB51865A

RMSEOligoGym mean test-fold root mean squared error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel17.47338RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-4D91E1B437921AE1FE9C8D94

Spearman ρOligoGym mean test-fold Spearman correlation · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.64879445Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-19F9408B38E8080FE1B7EFB5

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

immune_modulation_TLR8 | random

Full results →

immune_modulation_TLR8 · official five-fold random cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel12.886207MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-831CCEF9EE33576D9FD50E17

Pearson rOligoGym mean test-fold Pearson correlation · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.68349891Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-25245868C8542D1978E02032

R²OligoGym mean test-fold coefficient of determination · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.42465365R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-B361098752C8EA24599BF6F8

RMSEOligoGym mean test-fold root mean squared error · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel16.230018RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-DCC7E26BA1AE018079ED5359

Spearman ρOligoGym mean test-fold Spearman correlation · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.62191395Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-84375B099C4FB4A31CA144F1

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

openASO | nucleobase

Full results →

openASO · official five-fold nucleobase cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

MLP0.20236691MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-AEB7174848F459CD101DFCA5

Pearson rOligoGym mean test-fold Pearson correlation · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

LinearModel0.29063318Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-D81D53881C1710C213B1FB6A

R²OligoGym mean test-fold coefficient of determination · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

LinearModel0.077698209R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-3A922FBC5E574B86BA01351A

RMSEOligoGym mean test-fold root mean squared error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

MLP0.23892959RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-8B7045EA83C15CDC0885621A

Spearman ρOligoGym mean test-fold Spearman correlation · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

LinearModel0.28253551Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-2BAE611B676E421F68875F1A

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

openASO | random

Full results →

openASO · official five-fold random cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 371 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.21446843MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-0A4F708C8CBF34EE8A1E17C0

Pearson rOligoGym mean test-fold Pearson correlation · 371 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.35390005Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-48957E1410C288C90B1CE426

R²OligoGym mean test-fold coefficient of determination · 371 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.12339087R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-AE95BD6393514733629CE6C5

RMSEOligoGym mean test-fold root mean squared error · 371 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.25222079RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-7D13745367EFEC5D7F22E520

Spearman ρOligoGym mean test-fold Spearman correlation · 371 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.330082Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-AE0368264668D1184D4F7AD4

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

sherwood | nucleobase

Full results →

sherwood · official five-fold nucleobase cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 365 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

XGBoostModel0.046729409MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-C6E05691863D294D363503CA

Pearson rOligoGym mean test-fold Pearson correlation · 361 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

XGBoostModel0.9008309Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-7415D26BC27A72BA9E9D81A3

R²OligoGym mean test-fold coefficient of determination · 365 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

XGBoostModel0.80828717R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-640C7D1409ECA0E0ECAF6456

RMSEOligoGym mean test-fold root mean squared error · 365 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

XGBoostModel0.062108298RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-3229F3F48DBDEB0C9BAEB763

Spearman ρOligoGym mean test-fold Spearman correlation · 361 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

XGBoostModel0.90315302Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-864FE73C03F57A1791B39C3E

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

sherwood | random

Full results →

sherwood · official five-fold random cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 343 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

XGBoostModel0.033096542MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-554003599EAFD3D552AF3E8D

Pearson rOligoGym mean test-fold Pearson correlation · 339 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

XGBoostModel0.9569523Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-891BAC24D20593AA26D9E2A0

R²OligoGym mean test-fold coefficient of determination · 343 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

XGBoostModel0.91563429R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-10DC79DB61619892D3582F7C

RMSEOligoGym mean test-fold root mean squared error · 343 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

XGBoostModel0.044195319RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-042FFBAE00CA9B13CDD2751F

Spearman ρOligoGym mean test-fold Spearman correlation · 339 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

XGBoostModel0.94937561Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-33F1CAB09C2046ABD1C6EBBE

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

siRNA1 | nucleobase

Full results →

siRNA1 · official five-fold nucleobase cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

CNN12.107496MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-3D15E9A901DBEB0B14F42E98

Pearson rOligoGym mean test-fold Pearson correlation · 371 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

CNN0.63091395Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-BD519FA072D7DA5C743D7817

R²OligoGym mean test-fold coefficient of determination · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

CNN0.3854815R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-870EC85E4757512D613B8AB6

RMSEOligoGym mean test-fold root mean squared error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

CNN15.301297RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-44A14EBA709204C5B4446B79

Spearman ρOligoGym mean test-fold Spearman correlation · 371 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

MLP0.63935815Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-93FEA03A069807BFFAB0FC77

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

siRNA1 | random

Full results →

siRNA1 · official five-fold random cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

CNN12.254296MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-615A175A04CD79DC3D6B3CE7

Pearson rOligoGym mean test-fold Pearson correlation · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

CNN0.65368186Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-215217D86B8FE999DF7B5C7F

R²OligoGym mean test-fold coefficient of determination · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

CNN0.41950823R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-D2B2481AB241C8A28C64B1D9

RMSEOligoGym mean test-fold root mean squared error · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

CNN15.445401RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-6AE79D17F41CE80505F58522

Spearman ρOligoGym mean test-fold Spearman correlation · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

CNN0.66486333Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-CC2D78061DAD7D5233934650

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

siRNA2 | nucleobase

Full results →

siRNA2 · official five-fold nucleobase cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

MLP21.003416MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-D798368D8537510A09DDE02A

Pearson rOligoGym mean test-fold Pearson correlation · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

MLP0.57043967Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-ED9FFE22A7746DF277112916

R²OligoGym mean test-fold coefficient of determination · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

MLP0.30318524R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-B254B7DAF3870154EF85F556

RMSEOligoGym mean test-fold root mean squared error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

MLP25.870076RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-05E07CD105DF2D58B8A011DE

Spearman ρOligoGym mean test-fold Spearman correlation · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

MLP0.56429905Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-6272334A0DCDBDB40A5021DB

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

siRNA2 | random

Full results →

siRNA2 · official five-fold random cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

LinearModel21.140743MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-1FCF4AD9673250671454F051

Pearson rOligoGym mean test-fold Pearson correlation · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

CNN0.56293191Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-780E244B440EDC35ADC4D350

R²OligoGym mean test-fold coefficient of determination · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

MLP0.2654375R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-3DBDD099DB5F842D05E189A6

RMSEOligoGym mean test-fold root mean squared error · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

LinearModel26.525515RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-6215E99FADB50A32DCC630B9

Spearman ρOligoGym mean test-fold Spearman correlation · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

LinearModel0.56167745Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-ACB80BE88BCC7FDB434EE862

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

siRNA3 | nucleobase

Full results →

siRNA3 · official five-fold nucleobase cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel16.926441MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-E9266DAC788240805F69E195

Pearson rOligoGym mean test-fold Pearson correlation · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.42240513Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-55431998952AE1BB1769E25B

R²OligoGym mean test-fold coefficient of determination · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.17038316R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-88E1FFA22373D7E472F177A6

RMSEOligoGym mean test-fold root mean squared error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel21.178058RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-079AD62A892207B6E126BBBF

Spearman ρOligoGym mean test-fold Spearman correlation · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.32493453Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-0C4EE21E7C0FC4A7D584CFF1

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

siRNA3 | random

Full results →

siRNA3 · official five-fold random cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel16.673277MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-859610F11C27C2D235C24CBD

Pearson rOligoGym mean test-fold Pearson correlation · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.50237904Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-AF4B4D610CA6C5CDEA29C350

R²OligoGym mean test-fold coefficient of determination · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.23483659R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-275241C151365AA5606BAF09

RMSEOligoGym mean test-fold root mean squared error · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel20.635948RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-C33FB9C2E15C8194D8B15155

Spearman ρOligoGym mean test-fold Spearman correlation · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.44328464Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-EF0F86F3DEE95D142CE18DA1

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

siRNAmod | nucleobase

Full results →

siRNAmod · official five-fold nucleobase cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel15.464111MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-0375272B037E1524128648E4

Pearson rOligoGym mean test-fold Pearson correlation · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.52856545Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-734FD920B5F3F7437D84C984

R²OligoGym mean test-fold coefficient of determination · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.26351908R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-1DB9570BA80E28F10A32775A

RMSEOligoGym mean test-fold root mean squared error · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel19.168908RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-F21A0B766337A9482127CF38

Spearman ρOligoGym mean test-fold Spearman correlation · 372 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.51196632Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-C7ECAFF5C20BACEA6E2E2BE7

siRNA, ASO or shRNA design · B27-TR01 · same_source_table

siRNAmod | random

Full results →

siRNAmod · official five-fold random cross-validation · task-supervised five-fold cross-validation

MAEOligoGym mean test-fold absolute error · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel12.413193MAE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-44FDD26FA2D5E7FC51C7104B

Pearson rOligoGym mean test-fold Pearson correlation · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.69089891Pearson r · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-85643BF57860E34A9C2BC915

R²OligoGym mean test-fold coefficient of determination · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.47579851R² · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-3302D0AA0E0112A6759A647E

RMSEOligoGym mean test-fold root mean squared error · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel17.198776RMSE · rawEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-4235E9439EB315D2C6F6D76B

Spearman ρOligoGym mean test-fold Spearman correlation · 406 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

RandomForestModel0.72054716Spearman ρ · fractionEvidence ↗

Official board / challenge leader

No eligible claimNo qualifying result exists in this snapshot.

Strict cross-work SOTA

No eligible claimAn original-table best is never substituted for cross-work SOTA.

Fingerprint: PMF-v1-13905BC1D665F8BD3DC11393