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Universal Watermark Presence Detection research benchmarks · SOTA2 Research

Universal Watermark Presence Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UniFreq 100K SynthID

89.4Accuracy

7

Mar 10, 2026

UniFreq-100K Tree-Ring

85.9Accuracy

7

Mar 10, 2026

UniFreq 100K Stable Sig.

96.6Accuracy

7

Mar 10, 2026

UniFreq-100K StegaStamp

91.5Accuracy

7

Mar 10, 2026

UniFreq-100K HiDDeN

98.5Accuracy

7

Mar 10, 2026

UniFreq DCT 100K

99.1Accuracy

7

Mar 10, 2026

UniFreq-100K DWT

94.5Accuracy

7

Mar 10, 2026

UniFreq Patchwork 100K

58.7Accuracy

7

Mar 10, 2026

UniFreq-100K LSB

59.4Accuracy

7

Mar 10, 2026

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