Universal Watermark Presence Detection on UniFreq-100K StegaStamp
91.5AccuracyFSNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FSNetModel Architecture=FSNet2026.03 | 91.5 | 89.9 | |
| Swin-TModel Architecture=Swin-T2026.03 | 88.5 | 88.1 | |
| ResNetModel Architecture=ResNet2026.03 | 82.8 | 80.4 | |
| ViTModel Architecture=ViT2026.03 | 82 | 78.5 | |
| ConvNeXt-V2Model Architecture=ConvNeXt-V22026.03 | 79.7 | 81.2 | |
| DINOv2Model Architecture=DINOv22026.03 | 77.6 | 76.4 | |
| CNNModel Architecture=CNN2026.03 | 60.3 | 66.7 |