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Watermark Detection Robustness Evaluation on C4

100Detection Accuracy (No Attack)

KGW

Updated 1mo ago

Evaluation Results

Method	Links
KGW 2025.09		100	89.3	76.2	51.4	90.5	100	100	99.5	100	100	98.5
UPV 2025.09		100	90.6	78.7	80.9	98.2	100	100	99.4	100	100	99.9
SynthID 2025.09		100	45.4	26.4	6.4	90.2	100	93.4	46.8	100	96.6	49.4
MorphMark 2025.09		100	78.6	70.2	46.7	87	100	99.9	93.2	100	99.4	94.9
KSEMSTAMP 2025.09		100	76.6	74.3	62.9	62.4	95.9	69.2	35.2	98.9	79.8	44.4
PMARK (Online) 2025.09		100	96.2	97.2	97.8	95.2	99.2	97.2	85.6	100	98.4	87.6
KGW 2025.09		100	85.6	79.2	54.2	87.8	100	100	99.4	100	99.8	99
SIR 2025.09		100	87.6	83.2	63.4	84.6	98.8	95.2	79.4	99.2	94.8	74.8
KSEMSTAMP 2025.09		100	49.2	54.8	43.9	59.6	89.7	53.7	20.8	97.2	66.2	31
PMARK (Online) 2025.09		100	93	93.6	95.2	93.6	100	98.2	85.8	100	98.6	89.4
SIR 2025.09		99.8	91.6	83.4	74.2	82.8	98.6	92.6	79	98.8	94.4	77
SynthID 2025.09		99.8	47	31.4	7.4	89	99.2	94.4	57.2	99.4	96.2	51.8
PMARK (Offline) 2025.09		99.7	90.8	91.3	92	94	99.2	95.2	84.1	99.6	97.1	87.1
UPV 2025.09		99.4	71.4	61.9	34.9	88	100	99.2	97	99.8	99.4	95.6
EXP 2025.09		99.2	44.4	34.2	17.4	88.8	98.2	93.2	63	98.2	95.6	74
EXP 2025.09		99	54.6	42.4	21.2	90.6	98	96	72	98.4	96.8	80.4
EXPGumbel 2025.09		98.6	75.2	74.6	55.6	94.2	97.2	97.2	95	97.8	96.8	94
EXPGumbel 2025.09		98.6	71.2	66.2	40.2	92	98.2	97.2	91.4	98.2	98.2	92.6
MorphMark 2025.09		98.6	74.8	70	35.2	80.4	99.4	98	91	99	99	92.6
PMARK (Offline) 2025.09		98	91.7	91.4	92.6	94.7	97.9	95.3	84.5	97.8	95.1	88.2
SemStamp 2025.09		94.6	85.8	84.4	73.5	80	91.7	82.8	57.8	93.1	86.7	61.6
SemStamp 2025.09		92.5	80.9	77.9	69.2	70.1	89.3	82	53	92.3	82.1	57.8
SimMark 2025.09		77.6	11.6	13.6	16	11	52.2	27.4	8.8	66.6	30	9.8
SimMark 2025.09		70.8	12.4	14.6	22.6	12	50.8	27	13.8	64.6	28.6	10.8