Ownership Verification on Independent models DINOv2 w/ registers, CLIP
1.2Average Watermark Detection RateADV-TRA
Evaluation results
| Method | Links | |
|---|---|---|
| ADV-TRAModel type=Negative suspect, Experiment=DINOv2 w/ registers, Model architecture=DINOv2 w/ registers2026.03 | 1.2 | |
| IPGuardModel type=Negative suspect, Experiment=DINOv2 w/ registers, Model architecture=DINOv2 w/ registers2026.03 | 1 | |
| RandMarkModel type=Negative suspect, Experiment=DINOv2 w/ registers, Model architecture=DINOv2 w/ registers2026.03 | 0 | |
| RandMarkModel type=Negative suspect, Experiment=CLIP, Model architecture=CLIP2026.03 | 0 | |
| ADV-TRAModel type=Negative suspect, Experiment=CLIP, Model architecture=CLIP2026.03 | 0 | |
| IPGuardModel type=Negative suspect, Experiment=CLIP, Model architecture=CLIP2026.03 | 0 |