Genome Understanding Evaluation (GUE)
28 datasets/tasks in the native packaging; mapped here to five task families.
1 个 benchmark 数值协议 · 10 条 benchmark 全局结果（非 task 小计）D1 · 序列理解与调控
非编码 RNA 家族分类
Assign ncRNA sequences to functional families.
ncRNA family classification
任务定义
- 输入粒度
- whole sequence
- 生物学目标
- RNA family/type
- 输出表示
- multiclass label
- ML formulation
- classification
- 计数说明
- NR
Benchmark coverage
7 个 benchmark 覆盖该任务
Nucleotide Transformer benchmark
Eighteen downstream tasks are benchmark instances, not eighteen unique task families.
67 个 benchmark 数值协议 · 821 条 benchmark 全局结果（非 task 小计）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）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）Benchmarking pre-trained gLMs for RNA sequence applications
Four native study processes; the GTEx tissue-specific splicing evaluation is additionally mapped to the alternative-splicing task family without changing the native-task count.
0 个 benchmark 数值协议 · 0 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）ERNIE-RNA downstream evaluation study
One-time model study spanning 15 named data packages; PrismNet is additionally stratified into 17 HeLa RBP assays.
12 个 benchmark 数值协议 · 231 条 benchmark 全局结果（非 task 小计）评测协议
2 个口径单元
| Protocol | Track | Split / subset | 可比状态 |
|---|---|---|---|
PROT-B09-NCRNA-OFFICIAL-TRAIN-VALIDATION-TES-0C63FC0C-7D5AA919 | NcRNA B09-TR06 | official train/validation/test split NcRNA | same_table_comparable external_data_policy;inference_budget |
PROT-B10-NCRNA-CATEGORY-OFFICIAL-TEST-ACCURACY-960383FF | ncRNA Category B10-TR01 | official test Accuracy | official_board_comparable external_data_policy;inference_budget |