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Watermark Detectability research benchmarks · SOTA2 Research

Watermark Detectability

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

C4 RealNewsLike (Del-0.2) (test)

99.3AUC

28

Feb 26, 2026

C4-RealNewsLike Translate (test)

97.3AUC

14

Feb 26, 2026

C4 RealNewsLike Dipper-2 (test)

85.9AUC

14

Feb 26, 2026

C4-RealNewsLike Dipper-1 (test)

0.977AUC

14

Feb 26, 2026

C4 RealNewsLike (Sub-0.5) (test)

86.2AUC

14

Feb 26, 2026

C4 RealNewsLike (Del-0.5) (test)

85.1AUC

14

Feb 26, 2026

400-token texts paraphrasing attack (test)

MirrorMark (Gumbel-max)

93.06AUC

13

Feb 26, 2026

Conversational prompts

Simply Robust, Gradient-Free Watermark

5.466Probability (p)

6

May 26, 2026

Popular datasets

C4 400-token texts Conversational prompts

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