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WILDS dataset and benchmarks · SOTA2 Research

Research Datasets

WILDS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Unsupervised Accuracy Estimation

RR1-WILDS

0.988R-squared

36

Domain Generalization

WILDS v1.0 (test)

74.7Camelyon17 Avg Acc

7

Tile-level classification

WILDS (test)

97.1Accuracy

6

Image Classification

WILDS

12.3Accuracy (iWildCam)

5

Popular tasks

Image Classification Domain Generalization Tile-level classification Unsupervised Accuracy Estimation

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