Synthetic Image Detection on ForenSynths
94.7Balanced AccuracySTAL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| STAL2026.05 | 94.7 | 97 | |
| C2P-CLIP2026.05 | 92 | — | |
| C2P-CLIP2026.05 | 92 | 64.7 | |
| Separate Expert Fusion (SEF)2026.05 | 90.5 | — | |
| FatFormer2026.05 | 90 | — | |
| FatFormer2026.05 | 90 | 61.3 | |
| DDAre-implementation=via DINO-v3-L2026.05 | 85.4 | — | |
| DDA*Backbone=DINOv3-H+2026.05 | 83.8 | 94.2 | |
| DDA2026.05 | 81.4 | — | |
| DDA2026.05 | 81.4 | 90 | |
| UnivFD2026.05 | 77.7 | — | |
| UnivFD2026.05 | 77.7 | 57.6 | |
| DRCT2026.05 | 73.9 | — | |
| DRCT2026.05 | 73.9 | 73.3 | |
| AIDE2026.05 | 59.4 | — | |
| AIDE2026.05 | 59.4 | 54.3 | |
| Aligned2026.05 | 53.9 | — | |
| AlignedForensics2026.05 | 53.9 | 74.4 | |
| SAFE2026.05 | 49.7 | — | |
| SAFE2026.05 | 49.7 | 46 | |
| NPR2026.05 | 47.9 | — | |
| NPR2026.05 | 47.9 | 45.4 |