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Papers Benchmarks Datasets Tasks

pIC50 prediction research benchmarks · SOTA2 Research

pIC50 prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

pIC50 Generalization - Tyrosine Kinase

Unified RNN-CNN

1.23RMSE

6

Feb 26, 2026

pIC50 Generalization - GPCR

Unified RNN-CNN

1.36RMSE

6

Feb 26, 2026

pIC50 Generalization - Ion Channel

1.24RMSE

6

Feb 26, 2026

pIC50 Generalization - ER

1.41RMSE

6

Feb 26, 2026

pIC50 prediction (test)

Unified RNN-CNN

0.73RMSE

6

Feb 26, 2026

pIC50 prediction (train)

Unified RNN-CNN

0.44RMSE

6

Feb 26, 2026

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pIC50 pIC50 prediction

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