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Binary Safety Classification research benchmarks · SOTA2 Research

Binary Safety Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Nemotron Response

92F1 Score

13

May 4, 2026

92F1 Score

13

May 4, 2026

81F1 Score

13

May 4, 2026

97F1 Score

13

May 4, 2026

48F1 Score

13

May 4, 2026

gpt-oss-safeguard

75F1 Score

13

May 4, 2026

89F1 Score

13

May 4, 2026

ML-BENCH (test)

97F1 (Seed Query)

13

May 4, 2026

35.5Sexual

13

Mar 4, 2026

ToxicChat jailbreaking

Gliner-Guard-Omni

70.54Macro F1

11

May 29, 2026

wildguard prompt safety

Opir-multitask-large

97.91Macro F1

11

May 29, 2026

oai_safety OpenAI moderation

Nemotron Safety Guard v3

76.76Macro F1

11

May 29, 2026

MindGuard (test)

98.2AUROC

9

Feb 26, 2026

Popular datasets

Nemotron PGP WildGuard UnsafeBench ToxicChat

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