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Papers Benchmarks Datasets Tasks

Hateful Image Detection research benchmarks · SOTA2 Research

Hateful Image Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Innocuous Datasets Average across (test)

1.83FPR

7

Feb 26, 2026

Hate dataset (in-distribution) vs NINCO (out-of-distribution) (test)

4.18FPR

7

Feb 26, 2026

Hate dataset (in-distribution) vs Texture (out-of-distribution) (test)

1.73FPR

7

Feb 26, 2026

Hate dataset (in-distribution) vs Places (out-of-distribution) (test)

4.38FPR

7

Feb 26, 2026

Hate dataset (in-distribution) vs SUN (out-of-distribution) (test)

1.05FPR

7

Feb 26, 2026

Hate dataset (in-distribution) vs iNaturalist (out-of-distribution) (test)

0.03FPR

7

Feb 26, 2026

Popular datasets

Hate dataset vs iNaturalist Hate dataset vs SUN Hate dataset vs Places Hate dataset vs Texture Hate dataset vs NINCO

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