Universal Watermark Presence Detection on UniFreq 100K Stable Sig.
96.6AccuracyViT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ViTModel Architecture=ViT2026.03 | 96.6 | 96.5 | |
| DINOv2Model Architecture=DINOv22026.03 | 96.5 | 93.2 | |
| Swin-TModel Architecture=Swin-T2026.03 | 94.6 | 94.8 | |
| ConvNeXt-V2Model Architecture=ConvNeXt-V22026.03 | 94.2 | 94.5 | |
| ResNetModel Architecture=ResNet2026.03 | 93.5 | 93.8 | |
| FSNetModel Architecture=FSNet2026.03 | 90.1 | 92.5 | |
| CNNModel Architecture=CNN2026.03 | 66.7 | 62.2 |