| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| COCO | Bit Accuracy99 | 98 | 1mo ago | ||
| Geometric Distortions (test) | TIACam | Bit Accuracy99.2 | 36 | 1mo ago | |
| BOSSbase | Top Left Extraction Score46.453 | 12 | 1mo ago | ||
| COCO 5,000 images (test) | HiDDeN | Extraction Accuracy (Clean)100 | 10 | 11d ago | |
| Host-watermarked images KOA Attack N=1 different-message robustness | HiDDeN-ResGuard | Bit Accuracy100 | 10 | 11d ago | |
| Host-watermarked images (Channel distortions) | HiDDeN | Extraction Accuracy100 | 10 | 11d ago | |
| Host-watermarked images (clean) | HiDDeN | Extraction Accuracy100 | 10 | 11d ago | |
| Screenshots | TRACE | Success Rate (12pt)97.5 | 10 | 1mo ago | |
| DiffusionDB (test) | Clean Success Rate1 | 10 | 1mo ago | ||
| COCO (test) | DADW | Clean Success Rate100 | 10 | 1mo ago | |
| CelebA-HQ | WAM | InfoSwap Robustness99.64 | 9 | 23d ago | |
| Audio Modality Extraction | Timbre | Bit Accuracy100 | 9 | 1mo ago | |
| Video Modality Extraction | VideoSeal | Bit Accuracy100 | 9 | 1mo ago | |
| COCO, DIV2K, and Chameleon averaged (test) | MBRS | Bit Accuracy (Original)100 | 8 | 1mo ago | |
| COCO, DIV2K, and Chameleon averaged | MT-Mark | Bit Acc (GN, σ=6)99.78 | 8 | 1mo ago | |
| SD Compression Attack 2.1 | OSI | Bit Accuracy95.84 | 8 | 1mo ago | |
| MS-COCO 2017 (test) | GS | Clean Accuracy100 | 8 | 1mo ago | |
| SD2.1 (Adversarial) | OSI | Bit Accuracy97.58 | 8 | 1mo ago | |
| SDXL | OSI | Clean Extraction Rate100 | 8 | 1mo ago | |
| SD 3.5 | OSI | Clean Bit Accuracy99.93 | 8 | 1mo ago | |
| SD2.1 SDP 1k prompts | GS | TPR @ FPR=1e-6 (Clean)1 | 8 | 1mo ago | |
| Watermark Robustness and Fidelity Regeneration, AI Editing, Distortions 1.0 | SSIM100 | 6 | 1mo ago | ||
| WebVid 1000 videos 10M | Average Frame Score (N=3)99.98 | 6 | 1mo ago | ||
| Watermark Robustness Benchmark | StegaS. | Accuracy (No Attack)99.9 | 6 | 1mo ago | |
| Common Distortions Benchmark | SiGRRW | Accuracy (Gaussian Noise)100 | 5 | 1mo ago |
