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WILDS-RxRx1 dataset and benchmarks · SOTA2 Research

Research Datasets

WILDS-RxRx1

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

WILDS-RxRx1 (OOD-domains)

0.028ECE

18

WILDS-RxRx1 (InD-domains)

1.87ECE

18

Model Performance Prediction

WILDS-RxRx1 (OOD-domains)

0.003MAE

12

Genetic perturbation classification

WILDS-RxRx1 v1.0 (test)

31.2Accuracy

9

Model Performance Prediction

WILDS-RxRx1 (InD-domains)

1.39MAE

6

Popular tasks

Calibration Model Performance Prediction Genetic perturbation classification

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