BEACON
Thirteen native tasks; some reuse OpenVaccine, Optimus and CRISPR datasets.
13 个 benchmark 数值协议 · 221 条 benchmark 全局结果（非 task 小计）D2 · 结构与构象
RNA 结构探针反应性预测
Predict chemical probing reactivity.
RNA probing-reactivity prediction
任务定义
- 输入粒度
- sequence
- 生物学目标
- SHAPE/DMS reactivity
- 输出表示
- per-base continuous value
- ML formulation
- regression
- 计数说明
- NR
Benchmark coverage
5 个 benchmark 覆盖该任务
RNA-Scope
Board is public; DeepASmRNA and DeeReCT-PolyA/PAS are exposed as distinct tracks; verify exact release and frozen splits before comparative claims.
79 个 benchmark 数值协议 · 2,093 条 benchmark 全局结果（非 task 小计）Ribonanza / Stanford Ribonanza RNA Folding
High-throughput DMS/2A3 reactivity prediction; leaderboard is archived.
18 个 benchmark 数值协议 · 36 条 benchmark 全局结果（非 task 小计）OmniGenBench
Meta-suite packaging RGB, BEACON, GUE, Genomic Benchmarks and PGB; native_task_count=5 suites, not the sum of their downstream tasks.
0 个 benchmark 数值协议 · 0 条 benchmark 全局结果（非 task 小计）EternaBench
Thirty-one chemical-mapping, riboswitch and external thermodynamic datasets; repository is archived but versioned and reproducible.
8 个 benchmark 数值协议 · 107 条 benchmark 全局结果（非 task 小计）评测协议
21 个口径单元
| Protocol | Track | Split / subset | 可比状态 |
|---|---|---|---|
PROT-B09-DMP-OFFICIAL-TRAIN-VALIDATION-TEST-SPLIT-DMP-C7DC49CC | DMP B09-TR03 | official train/validation/test split DMP | same_table_comparable external_data_policy;inference_budget |
PROT-B10-2A3-MAP-TESTS-MAE-9324F97A | 2A3-MaP B10-TR05 | TestS MAE | official_board_comparable external_data_policy;inference_budget |
PROT-B10-2A3-MAP-TESTL-MAE-12D76964 | 2A3-MaP B10-TR05 | TestL MAE | official_board_comparable external_data_policy;inference_budget |
PROT-B16-RIBONANZA-BOARD-B78532572A08261C | public leaderboard MAE B16-TR01 | public leaderboard Ribonanza competition public test set | official_board_comparable inference_budget |
PROT-B16-RIBONANZA-BOARD-24ED65044B6346A4 | private leaderboard MAE B16-TR01 | private leaderboard Ribonanza competition private test set | official_board_comparable inference_budget |
PROT-B16-RIBONANZA-POST-B0C0B4EE67324550 | public postcompetition | Kaggle 3rd postcompetition | ensemble 2 B16-TR01 | public leaderboard test set evaluated postcompetition Ribonanza public test set | insufficient_protocol_detail external_data_policy;inference_budget;postcompetition model-selection details |
PROT-B16-RIBONANZA-POST-688320570C6DEF5D | private postcompetition | Kaggle 3rd postcompetition | ensemble 2 B16-TR01 | private leaderboard test set evaluated postcompetition Ribonanza private test set | insufficient_protocol_detail external_data_policy;inference_budget;postcompetition model-selection details |
PROT-B16-RIBONANZA-POST-6A23180B14B09278 | public postcompetition | RibonanzaNet postcompetition | ensemble 1 B16-TR01 | public leaderboard test set evaluated postcompetition Ribonanza public test set | insufficient_protocol_detail external_data_policy;inference_budget;postcompetition model-selection details |
PROT-B16-RIBONANZA-POST-CF006C6F1911A6ED | public postcompetition | ArmNet with BPPM postcompetition | ensemble 1 B16-TR01 | public leaderboard test set evaluated postcompetition Ribonanza public test set | insufficient_protocol_detail external_data_policy;inference_budget;postcompetition model-selection details |
PROT-B16-RIBONANZA-POST-40E7BA9190155011 | public postcompetition | ArmNet with BPPM postcompetition | ensemble 3 B16-TR01 | public leaderboard test set evaluated postcompetition Ribonanza public test set | insufficient_protocol_detail external_data_policy;inference_budget;postcompetition model-selection details |
PROT-B16-RIBONANZA-POST-CD7CA430DF431800 | public postcompetition | ArmNet with BPPM postcompetition | ensemble 5 B16-TR01 | public leaderboard test set evaluated postcompetition Ribonanza public test set | insufficient_protocol_detail external_data_policy;inference_budget;postcompetition model-selection details |
PROT-B16-RIBONANZA-POST-881AAA860C94316C | public postcompetition | ArmNet with BPPM postcompetition | ensemble 10 B16-TR01 | public leaderboard test set evaluated postcompetition Ribonanza public test set | insufficient_protocol_detail external_data_policy;inference_budget;postcompetition model-selection details |
PROT-B16-RIBONANZA-POST-BE0FBFE2DE2F7DBB | public postcompetition | ArmNet with BPPM postcompetition | ensemble 15 B16-TR01 | public leaderboard test set evaluated postcompetition Ribonanza public test set | insufficient_protocol_detail external_data_policy;inference_budget;postcompetition model-selection details |
PROT-B16-RIBONANZA-POST-A6654C2D26CCA248 | public postcompetition | blend of Kaggle 1st 2nd 3rd | ensemble 39 B16-TR01 | public leaderboard test set evaluated postcompetition Ribonanza public test set | insufficient_protocol_detail external_data_policy;inference_budget;postcompetition model-selection details |
PROT-B16-RIBONANZA-POST-21F9D2D67E234AD7 | private postcompetition | RibonanzaNet postcompetition | ensemble 1 B16-TR01 | private leaderboard test set evaluated postcompetition Ribonanza private test set | insufficient_protocol_detail external_data_policy;inference_budget;postcompetition model-selection details |
PROT-B16-RIBONANZA-POST-C89E47BA92F91139 | private postcompetition | ArmNet with BPPM postcompetition | ensemble 1 B16-TR01 | private leaderboard test set evaluated postcompetition Ribonanza private test set | insufficient_protocol_detail external_data_policy;inference_budget;postcompetition model-selection details |
PROT-B16-RIBONANZA-POST-74172B049086D127 | private postcompetition | ArmNet with BPPM postcompetition | ensemble 3 B16-TR01 | private leaderboard test set evaluated postcompetition Ribonanza private test set | insufficient_protocol_detail external_data_policy;inference_budget;postcompetition model-selection details |
PROT-B16-RIBONANZA-POST-73BA3064954EE447 | private postcompetition | ArmNet with BPPM postcompetition | ensemble 5 B16-TR01 | private leaderboard test set evaluated postcompetition Ribonanza private test set | insufficient_protocol_detail external_data_policy;inference_budget;postcompetition model-selection details |
PROT-B16-RIBONANZA-POST-3042C4735677BF2E | private postcompetition | ArmNet with BPPM postcompetition | ensemble 10 B16-TR01 | private leaderboard test set evaluated postcompetition Ribonanza private test set | insufficient_protocol_detail external_data_policy;inference_budget;postcompetition model-selection details |
PROT-B16-RIBONANZA-POST-BD0DAAA2E58ED610 | private postcompetition | ArmNet with BPPM postcompetition | ensemble 15 B16-TR01 | private leaderboard test set evaluated postcompetition Ribonanza private test set | insufficient_protocol_detail external_data_policy;inference_budget;postcompetition model-selection details |
PROT-B16-RIBONANZA-POST-3C6837627A25DDE5 | private postcompetition | blend of Kaggle 1st 2nd 3rd | ensemble 39 B16-TR01 | private leaderboard test set evaluated postcompetition Ribonanza private test set | insufficient_protocol_detail external_data_policy;inference_budget;postcompetition model-selection details |