Synthetic Image Attribution on AbC ImageNet-Seen Media
0.374R@5Pseudo label
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Pseudo labelBackbone=DINO2026.01 | 0.374 | 0.33 | |
| A&DBackbone=DINO2026.01 | 0.364 | 0.323 | |
| SupervisedBackbone=DINO2026.01 | 0.351 | 0.311 | |
| SupervisedBackbone=ViT2026.01 | 0.315 | 0.274 | |
| A&DBackbone=MoCo2026.01 | 0.313 | 0.277 | |
| SupervisedBackbone=MoCo2026.01 | 0.295 | 0.262 | |
| A&DBackbone=ViT2026.01 | 0.295 | 0.259 | |
| PretrainBackbone=DINO2026.01 | 0.288 | 0.255 | |
| Pseudo labelBackbone=ViT2026.01 | 0.266 | 0.23 | |
| Pseudo labelBackbone=MoCo2026.01 | 0.251 | 0.221 | |
| PretrainBackbone=ViT2026.01 | 0.242 | 0.21 | |
| PretrainBackbone=MoCo2026.01 | 0.239 | 0.211 | |
| SupervisedBackbone=CLIP2026.01 | 0.222 | 0.19 | |
| SupervisedBackbone=SSCD2026.01 | 0.156 | 0.142 | |
| Pseudo labelBackbone=SSCD2026.01 | 0.154 | 0.14 | |
| A&DBackbone=CLIP2026.01 | 0.153 | 0.132 | |
| A&DBackbone=SSCD2026.01 | 0.147 | 0.134 | |
| PretrainBackbone=SSCD2026.01 | 0.142 | 0.131 | |
| PretrainBackbone=CLIP2026.01 | 0.137 | 0.118 | |
| Pseudo labelBackbone=CLIP2026.01 | 0.014 | 0.011 |