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Benchmarks
Watermark Identification on DiffusionDB held-out (test)
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96
Pixel Seal Recall
cl1 (primary classifier)
91.2
93.6
96
98.4
May 16, 2026
Pixel Seal Recall
RoSteALS Recall
Stable Sig. Recall
StegaStamp Recall
Tree-Ring Recall
WAM Recall
ZoDiac Recall
Video Seal Recall
Unwatermarked Recall
Overall Accuracy
Macro F1 Score
Updated 15d ago
Evaluation Results
Method
Method
Links
Pixel Seal Recall
RoSteALS Recall
Stable Sig. Recall
StegaStamp Recall
Tree-Ring Recall
WAM Recall
ZoDiac Recall
Video Seal Recall
Unwatermarked Recall
Overall Accuracy
Macro F1 Score
cl1 (primary classifier)
Backbone=ConvNeXt-V2 L...
2026.05
96
100
100
100
78
100
98
100
86
95.3
95.3
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