Universal Watermark Presence Detection on UniFreq-100K HiDDeN
98.5AccuracyFSNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FSNetModel Architecture=FSNet2026.03 | 98.5 | 98.9 | |
| ResNetModel Architecture=ResNet2026.03 | 97.7 | 97.7 | |
| Swin-TModel Architecture=Swin-T2026.03 | 96.4 | 96.5 | |
| ViTModel Architecture=ViT2026.03 | 95 | 94.8 | |
| ConvNeXt-V2Model Architecture=ConvNeXt-V22026.03 | 88.9 | 89.1 | |
| DINOv2Model Architecture=DINOv22026.03 | 88.2 | 88.6 | |
| CNNModel Architecture=CNN2026.03 | 82.9 | 84.3 |