Watermark Evasion on LLM Watermarking Algorithms KGW, Unigram, UPV, EWD, DIP, SIR, EXP benchmark leaderboard · SOTA2 Research

Watermark Evasion on LLM Watermarking Algorithms KGW, Unigram, UPV, EWD, DIP, SIR, EXP

99.8KGW Evasion ScoreBIRA

Evaluation Results

Method	Links
BIRA2025.09		99.8	99.4	99.8	100	100	99.6	99.8
BIRA2025.09		99.4	99	99.6	99.8	99.6	98.8	98
BIRA2025.09		99.4	100	100	99.8	99.8	99.4	98.2
SIRA2025.09		98.8	95	87.6	99.8	99.6	72.8	95.2
SIRA2025.09		98	87.6	85	99.2	99.6	60.6	88.6
SIRA2025.09		98	85.2	84.8	97.2	99.6	57.6	94.8
DIPPER-22025.09		97.2	71.8	85.4	96.6	99.2	70.4	97.2
DIPPER-12025.09		93.8	61.2	80.6	92.8	99.4	55.6	90.8
Vanilla2025.09		88.8	73.4	73.4	92.6	99.8	54	80.6
Vanilla2025.09		87.4	67	65	89.4	98.8	42.8	70.4
Vanilla2025.09		60.2	30.2	46.8	58.8	95.8	23.6	31.8