Universal Watermark Presence Detection on UniFreq-100K LSB
59.4AccuracyFSNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FSNetModel Architecture=FSNet2026.03 | 59.4 | 26.8 | |
| ResNetModel Architecture=ResNet2026.03 | 54.9 | 23.3 | |
| CNNModel Architecture=CNN2026.03 | 54.5 | 58.4 | |
| ViTModel Architecture=ViT2026.03 | 51.6 | 16 | |
| Swin-TModel Architecture=Swin-T2026.03 | 50.5 | 3.7 | |
| DINOv2Model Architecture=DINOv22026.03 | 50.4 | 8.2 | |
| ConvNeXt-V2Model Architecture=ConvNeXt-V22026.03 | 50.1 | 2.8 |