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Papers Benchmarks Datasets Tasks

OOD Generalization research benchmarks · SOTA2 Research

OOD Generalization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ImageNet Setup-I 1.0 (test)

83.3ID Accuracy

24

May 27, 2026

58.36Accuracy

20

Feb 27, 2026

80.2OOD Accuracy

18

May 27, 2026

ARC-C, GPQA*, MMLU-Pro

83.1ARC-C Score

13

Jun 30, 2026

1D viscous Burgers' equation Interpolation OOD (test)

0.3Relative L2 Error

5

Mar 9, 2026

1D viscous Burgers' equation High Freq OOD (test)

0.048Relative L2 Error

5

Mar 9, 2026

1D viscous Burgers' equation High ν (OOD test)

0.008Relative L2 Error

5

Mar 9, 2026

1D viscous Burgers' equation Low ν (OOD test)

0.9Relative L2 Error

5

Mar 9, 2026

In-house OOD Dataset (test)

ECG World Model

0.068Latent MSE

3

May 19, 2026

Popular datasets

1D Viscous Burgers' Equation ImageNet VLCS OODCV In-house OOD

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