BEND
Human-genome tasks with biologically aligned splits; inspect each track for leakage controls.
7 个 benchmark 数值协议 · 105 条 benchmark 全局结果（非 task 小计）D3 · 功能、表达与分子表型
序列到基因表达预测
Predict expression from cis-regulatory DNA context.
Sequence-to-gene-expression prediction
任务定义
- 输入粒度
- long locus sequence
- 生物学目标
- gene expression
- 输出表示
- continuous expression
- ML formulation
- regression
- 计数说明
- NR
Benchmark coverage
2 个 benchmark 覆盖该任务
DNALongBench
Long-range genomic tasks; exact sequence length and cell-type packaging vary by track.
2 个 benchmark 数值协议 · 6 条 benchmark 全局结果（非 task 小计）评测协议
1 个口径单元
| Protocol | Track | Split / subset | 可比状态 |
|---|---|---|---|
P-B07-TISP-TABLE6 | DNALongBench — Sequence-to-gene-expression prediction B07-TR04 | held-out chromosomes 8 and 9 transcription initiation signal prediction; average across five assays | same_table_comparable cross-work compute/hardware equivalence |