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Papers Benchmarks Datasets Tasks

Bias discovery research benchmarks · SOTA2 Research

Bias discovery

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Female-biased prompts

75Female Proportion

42

Feb 26, 2026

CelebA standard (test)

1Precision@10

8

Feb 26, 2026

Waterbirds standard (test)

100Precision@10

8

Feb 26, 2026

NICO++ 75/90/95 (test)

0.64Precision@10 (75% Strength)

6

Feb 26, 2026

Popular datasets

CelebA Waterbirds NICO++Female-biased prompts

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