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MoA classification research benchmarks · SOTA2 Research

MoA classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

JUMP-CP Source S8 (test)

99.1Accuracy

17

Apr 23, 2026

JUMP-CP Source S3 (test)

no adaptation (InstanceNorm)

94.9Accuracy

17

Apr 23, 2026

Cell-Phenotype de novo generated molecules (ECFP space)

27.2Top-1 Cluster Accuracy

4

May 28, 2026

Cell-Phenotype de novo generated molecules InfoAlign space

28.7Top-1 Cluster Accuracy

4

May 28, 2026

Cell-Phenotype de novo generated molecules CLOOME space

21.2Top-1 Cluster Acc

4

May 28, 2026

Popular datasets

JUMP-CP Cell Phenotype Cell-Phenotype de novo generated molecules

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