Watermark Detection on ImageNet RAR-XL 256x256
3.14FIDOurs (No Clustering)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ours (No Clustering)Backbone=RAR-XL, Resolution=256x2562025.08 | 3.14 | 100 | 99.9 | |
| Ours (No Clustering) + Token ClassifierBackbone=RAR-XL, Resolution=256x256, Classifier Type=Token2025.08 | 3.14 | 100 | 100 | |
| TrustMarkBackbone=RAR-XL, Resolution=256x2562025.08 | 3.31 | — | 99.8 | |
| RivaGANBackbone=RAR-XL, Resolution=256x2562025.08 | 3.64 | 100 | 100 | |
| DWT-DCT-SVDBackbone=RAR-XL, Resolution=256x2562025.08 | 3.87 | 100 | 100 | |
| Ours (Clustering, k=64)Backbone=RAR-XL, Resolution=256x256, Clustering (k)=642025.08 | 3.96 | 100 | 100 | |
| Ours (Clustering, k=64) + Token ClassifierBackbone=RAR-XL, Resolution=256x256, Clustering (k)=64, Classifier Type=Token2025.08 | 3.96 | 100 | 100 | |
| Ours (Clustering, k=64) + Cluster ClassifierBackbone=RAR-XL, Resolution=256x256, Clustering (k)=64, Classifier Type=Cluster2025.08 | 3.96 | 100 | 100 | |
| WMAR (FT+AUGS)Backbone=RAR-XL, Resolution=256x256, Fine-tuning=true, Data Augmentation=true2025.08 | 4.23 | 100 | 100 | |
| SSLBackbone=RAR-XL, Resolution=256x2562025.08 | 4.31 | 100 | 100 |