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OOD Datasets dataset and benchmarks · SOTA2 Research

Research Datasets

OOD Datasets

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

OOD Datasets Mean

38.7FPR@95

20

OOD datasets (test)

89Accuracy

11

Few-shot classification

OOD Datasets (test)

91.33Accuracy (Traffic Signs)

11

Uncertainty Estimation

23 OOD datasets

10.2Mean AURC

2

Popular tasks

LLM Routing Uncertainty Estimation Few-shot classification OOD Detection

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