Universal Watermark Presence Detection on UniFreq-100K Tree-Ring
85.9AccuracyFSNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FSNetModel Architecture=FSNet2026.03 | 85.9 | 84.7 | |
| DINOv2Model Architecture=DINOv22026.03 | 81.2 | 80.4 | |
| Swin-TModel Architecture=Swin-T2026.03 | 79.4 | 81.2 | |
| ConvNeXt-V2Model Architecture=ConvNeXt-V22026.03 | 76.9 | 72.4 | |
| ResNetModel Architecture=ResNet2026.03 | 76.4 | 71.3 | |
| ViTModel Architecture=ViT2026.03 | 71.2 | 69.8 | |
| CNNModel Architecture=CNN2026.03 | 68.7 | 66.2 |