Tier A · benchmark_suite

Numeric results available

Ribonanza / Stanford Ribonanza RNA Folding

High-throughput DMS/2A3 reactivity prediction; leaderboard is archived.

Result coverage

36 result rows across 18 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
`B16-TR01` Ribonanza / Stanford Ribonanza RNA Folding — RNA probing-reactivity prediction	numeric_results_available 36 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.

RNA probing-reactivity prediction · B16-TR01 · official_board_snapshot

public leaderboard MAE

Full results →

Ribonanza competition public test set · public leaderboard · official challenge leaderboard

MAEper-position reactivity · 10 results

Official baseline

Shujun He (host) (RNAdegformer)0.14372MAE · rawEvidence ↗

Original-table best

No eligible claimNo qualifying result exists in this snapshot.

Official board / challenge leader

vigg (Kaggle 1st)0.13499MAE · rawEvidence ↗

Strict cross-work SOTA

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

Fingerprint: PMF-v1-2CD5B79597F33CF64B41CF77

RNA probing-reactivity prediction · B16-TR01 · official_board_snapshot

private leaderboard MAE

Full results →

Ribonanza competition private test set · private leaderboard · official challenge leaderboard

MAEper-position reactivity · 10 results

Official baseline

Shujun He (host) (RNAdegformer)0.14585MAE · rawEvidence ↗

Original-table best

No eligible claimNo qualifying result exists in this snapshot.

Official board / challenge leader

vigg (Kaggle 1st)0.1396MAE · rawEvidence ↗

Strict cross-work SOTA

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

Fingerprint: PMF-v1-4FB3CA662F17243BA5AE4A44

RNA probing-reactivity prediction · B16-TR01 · same_source_table

public postcompetition | Kaggle 3rd postcompetition | ensemble 2

Full results →

Ribonanza public test set · public leaderboard test set evaluated postcompetition · postcompetition retrospective evaluation

MAEper-position reactivity · 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-v1-7484988BB36908F1924DF3E7

RNA probing-reactivity prediction · B16-TR01 · same_source_table

private postcompetition | Kaggle 3rd postcompetition | ensemble 2

Full results →

Ribonanza private test set · private leaderboard test set evaluated postcompetition · postcompetition retrospective evaluation

MAEper-position reactivity · 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-v1-7B3FF1C51AC5CE9D5984FE17

RNA probing-reactivity prediction · B16-TR01 · same_source_table

public postcompetition | RibonanzaNet postcompetition | ensemble 1

Full results →

Ribonanza public test set · public leaderboard test set evaluated postcompetition · postcompetition retrospective evaluation

MAEper-position reactivity · 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-v1-1B97C66C191442A87C25727F

RNA probing-reactivity prediction · B16-TR01 · same_source_table

public postcompetition | ArmNet with BPPM postcompetition | ensemble 1

Full results →

Ribonanza public test set · public leaderboard test set evaluated postcompetition · postcompetition retrospective evaluation

MAEper-position reactivity · 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-v1-1BC4D77EE9C5F0D667B1CDB3

RNA probing-reactivity prediction · B16-TR01 · same_source_table

public postcompetition | ArmNet with BPPM postcompetition | ensemble 3

Full results →

Ribonanza public test set · public leaderboard test set evaluated postcompetition · postcompetition retrospective evaluation

MAEper-position reactivity · 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-C3737E7D40BEC0C0FFA513B3

RNA probing-reactivity prediction · B16-TR01 · same_source_table

public postcompetition | ArmNet with BPPM postcompetition | ensemble 5

Full results →

Ribonanza public test set · public leaderboard test set evaluated postcompetition · postcompetition retrospective evaluation

MAEper-position reactivity · 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-v1-94690A46B6ACEE8BD3055C57

RNA probing-reactivity prediction · B16-TR01 · same_source_table

public postcompetition | ArmNet with BPPM postcompetition | ensemble 10

Full results →

Ribonanza public test set · public leaderboard test set evaluated postcompetition · postcompetition retrospective evaluation

MAEper-position reactivity · 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-F476B8DB1D7A5A380B7F741F

RNA probing-reactivity prediction · B16-TR01 · same_source_table

public postcompetition | ArmNet with BPPM postcompetition | ensemble 15

Full results →

Ribonanza public test set · public leaderboard test set evaluated postcompetition · postcompetition retrospective evaluation

MAEper-position reactivity · 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-AFA9F28489CF3455A01E216E

RNA probing-reactivity prediction · B16-TR01 · same_source_table

public postcompetition | blend of Kaggle 1st 2nd 3rd | ensemble 39

Full results →

Ribonanza public test set · public leaderboard test set evaluated postcompetition · postcompetition retrospective evaluation

MAEper-position reactivity · 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-v1-4611DD6629990966EE9E053B

RNA probing-reactivity prediction · B16-TR01 · same_source_table

private postcompetition | RibonanzaNet postcompetition | ensemble 1

Full results →

Ribonanza private test set · private leaderboard test set evaluated postcompetition · postcompetition retrospective evaluation

MAEper-position reactivity · 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-ED26A60AD2899FE8D9E7D9B2

RNA probing-reactivity prediction · B16-TR01 · same_source_table

private postcompetition | ArmNet with BPPM postcompetition | ensemble 1

Full results →

Ribonanza private test set · private leaderboard test set evaluated postcompetition · postcompetition retrospective evaluation

MAEper-position reactivity · 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-A123AF516A0F95438EFA05D8

RNA probing-reactivity prediction · B16-TR01 · same_source_table

private postcompetition | ArmNet with BPPM postcompetition | ensemble 3

Full results →

Ribonanza private test set · private leaderboard test set evaluated postcompetition · postcompetition retrospective evaluation

MAEper-position reactivity · 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-D0DD22F3ED3677076B6560AC

RNA probing-reactivity prediction · B16-TR01 · same_source_table

private postcompetition | ArmNet with BPPM postcompetition | ensemble 5

Full results →

Ribonanza private test set · private leaderboard test set evaluated postcompetition · postcompetition retrospective evaluation

MAEper-position reactivity · 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-v1-6B341D624F44275181C056DE

RNA probing-reactivity prediction · B16-TR01 · same_source_table

private postcompetition | ArmNet with BPPM postcompetition | ensemble 10

Full results →

Ribonanza private test set · private leaderboard test set evaluated postcompetition · postcompetition retrospective evaluation

MAEper-position reactivity · 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-v1-73C4D703CA6E89CA5A51CA95

RNA probing-reactivity prediction · B16-TR01 · same_source_table

private postcompetition | ArmNet with BPPM postcompetition | ensemble 15

Full results →

Ribonanza private test set · private leaderboard test set evaluated postcompetition · postcompetition retrospective evaluation

MAEper-position reactivity · 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-B4433B9CCBD2FE2715DE0B67

RNA probing-reactivity prediction · B16-TR01 · same_source_table

private postcompetition | blend of Kaggle 1st 2nd 3rd | ensemble 39

Full results →

Ribonanza private test set · private leaderboard test set evaluated postcompetition · postcompetition retrospective evaluation

MAEper-position reactivity · 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-E33BA9BC9B79D479E698289B