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Success Rate Prediction research benchmarks · SOTA2 Research

Success Rate Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

TRUE (DAG-based predictor)

100Perturbation Success Rate

12

Feb 26, 2026

TRUE (DAG-based predictor)

83.3Perturbed SR

12

Feb 26, 2026

Experiment 1 (LOOCV)

2.64R2

10

Mar 26, 2026

2.65R2

10

Mar 26, 2026

Chemistry Full (OOD)

83.9Success Rate

9

Feb 26, 2026

Chemistry Jungle OOD

8,440Success Rate

9

Feb 26, 2026

Chemistry Chain (OOD)

82.3Success Rate

9

Feb 26, 2026

Chemistry Collider (OOD)

97Success Rate

9

Feb 26, 2026

0.939R2 (Cross-Validated)

6

Apr 24, 2026

Popular datasets

Chemistry Experiment MATH MMLU MSG landscapes

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