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Papers Benchmarks Datasets Tasks

Model Performance Prediction research benchmarks · SOTA2 Research

Model Performance Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DeepSeek Model Families (Hold-out)

0.02MAE

45

Feb 26, 2026

WILDS-RxRx1 (OOD-domains)

0.003MAE

12

Feb 26, 2026

GLDv2 OOD-domains

6.37MAE

6

Feb 26, 2026

GLDv2 InD-domains

4.64MAE

6

Feb 26, 2026

WILDS-RxRx1 (InD-domains)

1.39MAE

6

Feb 26, 2026

ImageNet-C OOD-domains

1.66MAE

6

Feb 26, 2026

Popular datasets

GLD WILDS-RxRx1 ImageNet DeepSeek Model Families

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