Synthetic Image Attribution on AbC ImageNet-Unseen Media
0.639R@5Pseudo label
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Pseudo labelBackbone=DINO2026.01 | 0.639 | 0.588 | |
| A&DBackbone=DINO2026.01 | 0.633 | 0.581 | |
| SupervisedBackbone=DINO2026.01 | 0.598 | 0.549 | |
| A&DBackbone=MoCo2026.01 | 0.569 | 0.512 | |
| A&DBackbone=ViT2026.01 | 0.561 | 0.5 | |
| PretrainBackbone=DINO2026.01 | 0.54 | 0.492 | |
| SupervisedBackbone=ViT2026.01 | 0.539 | 0.474 | |
| Pseudo labelBackbone=ViT2026.01 | 0.525 | 0.457 | |
| SupervisedBackbone=MoCo2026.01 | 0.519 | 0.467 | |
| PretrainBackbone=ViT2026.01 | 0.474 | 0.41 | |
| PretrainBackbone=MoCo2026.01 | 0.46 | 0.408 | |
| Pseudo labelBackbone=MoCo2026.01 | 0.452 | 0.402 | |
| SupervisedBackbone=CLIP2026.01 | 0.389 | 0.332 | |
| Pseudo labelBackbone=SSCD2026.01 | 0.285 | 0.263 | |
| SupervisedBackbone=SSCD2026.01 | 0.282 | 0.261 | |
| A&DBackbone=SSCD2026.01 | 0.272 | 0.251 | |
| PretrainBackbone=SSCD2026.01 | 0.264 | 0.245 | |
| A&DBackbone=CLIP2026.01 | 0.258 | 0.218 | |
| PretrainBackbone=CLIP2026.01 | 0.239 | 0.201 | |
| Pseudo labelBackbone=CLIP2026.01 | 0.009 | 0.007 |