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Fairness Assessment research benchmarks · SOTA2 Research

Fairness Assessment

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Human-recognized Assessment set Young 200 samples per tSA (test)

0.014Fairness Deviation (FD)

2

Feb 26, 2026

Human-recognized Assessment set Gender 200 samples per tSA (test)

1.4FD

2

Feb 26, 2026

Human-recognized Assessment set High Cheekbones 200 samples per tSA (test)

0.021Fairness Disparity (FD)

2

Feb 26, 2026

Human-recognized Assessment set Smiling 200 samples per tSA (test)

0.014FD

2

Feb 26, 2026

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Human-recognized Assessment set

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