Tier B · benchmark_suite

Numeric results available

RNAGym

Three core tasks plus a task-family view of the ribozyme-assay subset; the subset track is separated from the aggregate DMS-effect track.

B11community_protocolnot_applicable

Result coverage

7 result rows across 2 protocols

Primary sources
primary_sources_screened
Related works
priority_systematic_search_complete
Authority readiness
usable_with_caveats
Literature cutoff
2026-08-06
TrackNumeric coverageEvidence closureBlocker
B11-TR01
RNAGym — RNA DMS effect prediction
numeric_results_available
7 results
closed_with_numeric_evidenceNR
B11-TR02
RNAGym — RNA secondary-structure base-pair prediction
numeric_results_available
0 results
closed_no_eligible_public_numeric_resultselected_table_leader_rows_only;baseline_rows_not_fully_reconstructed;original_pdfs_not_content_hashed
B11-TR03
RNAGym — RNA 3D coordinate prediction
numeric_results_available
0 results
closed_no_eligible_public_numeric_resultselected_table_leader_rows_only;baseline_rows_not_fully_reconstructed;original_pdfs_not_content_hashed
B11-TR04
RNAGym — ribozyme-assay activity subset
numeric_results_available
0 results
closed_no_eligible_public_numeric_resultselected_table_leader_rows_only;baseline_rows_not_fully_reconstructed;original_pdfs_not_content_hashed

Protocol-level results

Choose the evaluation unit before comparing scores.

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

RNA DMS effect prediction · B11-TR01 · same_source_table

fitness overall | RNAGym original benchmark table

Full results →

fitness overall across the source-defined assay collection · full RNAGym fitness benchmark aggregate · zero-shot

AUROCclassification · 1 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

No eligible claimNo qualifying result exists in this snapshot.

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-B2CE2EBA63B1F0A703FEF06B

Matthews correlation coefficientclassification · 2 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

Evo 1.5;RNAErnie0.163 / 0.163Matthews correlation coefficient · 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-v1-0AE711E5B2106F1CAE84D4C5

Spearman ρrank correlation · 1 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

No eligible claimNo qualifying result exists in this snapshot.

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-v1-4F273AB79909EC3EEC01618B

RNA DMS effect prediction · B11-TR01 · same_source_table

fitness overall | BasePrompt same-source table

Full results →

fitness overall across the source-defined assay collection · full RNAGym fitness benchmark aggregate · zero-shot with reverse-complement ensemble and learned self-prompts

AUROCclassification · 1 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

No eligible claimNo qualifying result exists in this snapshot.

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-v1-9FCEED638D617C18C7D4D223

Matthews correlation coefficientclassification · 1 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

No eligible claimNo qualifying result exists in this snapshot.

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-B614FBBF321F56591D890027

Spearman ρrank correlation · 1 results

Official baseline

No eligible claimNo qualifying result exists in this snapshot.

Original-table best

No eligible claimNo qualifying result exists in this snapshot.

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-v1-783070EB235A990FB715D863