D3 · Function, expression & molecular phenotype

Nucleic-acid fitness prediction

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

T33DNA/RNAregression/ranking

Task definition

Input granularity
sequence or mutation
Biological target
assay-defined molecular fitness
Output representation
continuous fitness
ML formulation
regression/ranking
Counting notes
NR

Benchmark coverage

2 benchmarks cover this task

B10Numeric results available

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 benchmark-wide protocols · 2,093 benchmark-wide rows (not a task subtotal)
B29No public numeric result

NABench

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

0 benchmark-wide protocols · 0 benchmark-wide rows (not a task subtotal)

Evaluation protocols

2 protocol units

ProtocolTrackSplit / subsetComparability
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