Synthetic Image Detection on WildRF
95.3Balanced AccuracySeparate Expert Fusion (SEF)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Separate Expert Fusion (SEF)2026.05 | 95.3 | — | |
| DDAre-implementation=via DINO-v3-L2026.05 | 91.7 | — | |
| DDA2026.05 | 90.3 | — | |
| Aligned2026.05 | 80.1 | — | |
| Cozzo20242026.07 | 73.98 | 89.55 | |
| RNSIDNet2026.07 | 73.85 | 83.46 | |
| RINE2026.07 | 72.2 | 79.64 | |
| DRCT2026.07 | 68.14 | 74.05 | |
| AIDE2026.07 | 66.04 | 73.71 | |
| NPR2026.05 | 63.5 | — | |
| C2P-CLIP2026.05 | 59.6 | — | |
| C2P-CLIP2026.07 | 59.57 | 67.23 | |
| FatFormer2026.05 | 58.9 | — | |
| AIDE2026.05 | 58.4 | — | |
| SAFE2026.05 | 57.2 | — | |
| UFD2026.07 | 55.6 | 58.92 | |
| UnivFD2026.05 | 55.3 | — | |
| DIRE2026.07 | 53.73 | 54.26 | |
| DRCT2026.05 | 50.6 | — | |
| LGrad2026.07 | 47.79 | 60.67 |