D3 · 功能、表达与分子表型

核酸适应度预测

Predict assay-specific sequence fitness; mutation-specific RNA DMS is cross-referenced to D4.

Nucleic-acid fitness prediction

T33DNA/RNAregression/ranking

任务定义

输入粒度
sequence or mutation
生物学目标
assay-defined molecular fitness
输出表示
continuous fitness
ML formulation
regression/ranking
计数说明
NR

Benchmark coverage

2 个 benchmark 覆盖该任务

B10有公开数值结果

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)
B29无公开数值结果

NABench

Large-scale nucleotide fitness benchmark; verify repository release before production adoption.

0 个 benchmark 数值协议 · 0 条 benchmark 全局结果(非 task 小计)

评测协议

2 个口径单元

ProtocolTrackSplit / subset可比状态
PROT-B10-RNA-FITNESS-GFP-SPEARMAN-RHO-97F6926ARNA fitness
B10-TR08
GFP
Spearman rho
official_board_comparable
external_data_policy;inference_budget
PROT-B10-RNA-FITNESS-NELF-SPEARMAN-RHO-0CAE6E3DRNA fitness
B10-TR08
NELF
Spearman rho
official_board_comparable
external_data_policy;inference_budget