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Papers Benchmarks Datasets Tasks

Fair Generation research benchmarks · SOTA2 Research

Fair Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

WinoBias Race-Pro (extended)

Unified Concept Editing

0.08Deviation Ratio

20

Feb 26, 2026

WinoBias Race (standard)

Vector Interpret Diffusion

0.04Deviation Ratio

20

Feb 26, 2026

WinoBias Gender-Pro extended

Vector Interpret Diffusion

0.07Deviation Ratio

20

Feb 26, 2026

WinoBias Gender (standard)

Standard Diffusion Model

100Deviation Ratio

20

Feb 26, 2026

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