Universal Watermark Presence Detection on UniFreq-100K DWT
94.5AccuracyFSNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FSNetModel Architecture=FSNet2026.03 | 94.5 | 95.1 | |
| Swin-TModel Architecture=Swin-T2026.03 | 91.5 | 91.3 | |
| ConvNeXt-V2Model Architecture=ConvNeXt-V22026.03 | 76.9 | 79.4 | |
| ResNetModel Architecture=ResNet2026.03 | 72.1 | 71.2 | |
| CNNModel Architecture=CNN2026.03 | 68.2 | 74.4 | |
| DINOv2Model Architecture=DINOv22026.03 | 57.9 | 44.7 | |
| ViTModel Architecture=ViT2026.03 | 54.5 | 26.4 |