Watermark Extraction

Benchmarks

Dataset Name	SOTA Method	Metric
COCO		Bit Accuracy99	98	4mo ago
Math domain dataset	EmMark	WER40.625	48	1mo ago
Legal domain dataset	EmMark	WER37.5	48	1mo ago
Medical domain dataset	EmMark	WER37.5	48	1mo ago
Geometric Distortions (test)	TIACam	Bit Accuracy99.2	36	4mo ago
BOSSbase		Top Left Extraction Score46.453	12	4mo ago
COCO 5,000 images (test)	HiDDeN	Extraction Accuracy (Clean)100	10	3mo ago
Host-watermarked images KOA Attack N=1 different-message robustness	HiDDeN-ResGuard	Bit Accuracy100	10	3mo ago
Host-watermarked images (Channel distortions)	HiDDeN	Extraction Accuracy100	10	3mo ago
Host-watermarked images (clean)	HiDDeN	Extraction Accuracy100	10	3mo ago
Screenshots	TRACE	Success Rate (12pt)97.5	10	4mo ago
DiffusionDB (test)		Clean Success Rate1	10	4mo ago
COCO (test)	DADW	Clean Success Rate100	10	4mo ago
CelebA-HQ	WAM	InfoSwap Robustness99.64	9	4mo ago
Audio Modality Extraction	Timbre	Bit Accuracy100	9	4mo ago
Video Modality Extraction	VideoSeal	Bit Accuracy100	9	4mo ago
COCO, DIV2K, and Chameleon averaged (test)	MBRS	Bit Accuracy (Original)100	8	4mo ago
COCO, DIV2K, and Chameleon averaged	MT-Mark	Bit Acc (GN, σ=6)99.78	8	4mo ago
SD Compression Attack 2.1	OSI	Bit Accuracy95.84	8	4mo ago
MS-COCO 2017 (test)	GS	Clean Accuracy100	8	4mo ago
SD2.1 (Adversarial)	OSI	Bit Accuracy97.58	8	4mo ago
SDXL	OSI	Clean Extraction Rate100	8	4mo ago
SD 3.5	OSI	Clean Bit Accuracy99.93	8	4mo ago
SD2.1 SDP 1k prompts	GS	TPR @ FPR=1e-6 (Clean)1	8	4mo ago
Watermark Robustness and Fidelity Regeneration, AI Editing, Distortions 1.0		SSIM100	6	4mo ago

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