AIGI Detection on SynthWildx
97.9DALLE3 Performance ScoreHEDGE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HEDGE2026.04 | 97.9 | 91.8 | 97.7 | — | — | |
| PiND2025.11 | 97 | 93.3 | 95.5 | — | — | |
| B-Free2026.02 | 96.1 | 92.3 | 95.3 | — | — | |
| B-Free2026.04 | 96.1 | 92.3 | 95.3 | — | — | |
| MIRRORBackbone=DINOv32026.02 | 95.9 | 88.4 | 94.9 | — | — | |
| MIRROR2026.04 | 95.9 | 88.4 | 94.9 | — | — | |
| STAL2026.05 | 95.6 | 94.8 | 95.4 | — | 95.2 | |
| DDA2026.05 | 92.3 | 87.3 | 93.1 | — | 90.9 | |
| DDA*Backbone=DINOv3-H+2026.05 | 92.3 | 91.7 | 92 | — | 92 | |
| MIRRORBackbone=DINOv22026.02 | 91.2 | 86.1 | 89.5 | — | — | |
| DDA2026.02 | 91.1 | 84.7 | 91.6 | — | — | |
| DDA2026.04 | 91.1 | 84.7 | 91.6 | — | — | |
| DDA2025.11 | 91 | 84.6 | 91.8 | — | — | |
| B-Free2025.11 | 88.4 | 82.9 | 87.6 | — | — | |
| DRCT2026.02 | 85.9 | 58.9 | 90.5 | — | — | |
| DRCT2026.04 | 85.9 | 58.9 | 90.5 | — | — | |
| AlignedForensics2026.05 | 85.5 | 58.5 | 92.2 | — | 78.8 | |
| CNN-Spot2025.11 | 82.2 | 50.1 | 88.6 | — | — | |
| AIDE2026.02 | 66.4 | 48.2 | 66.4 | — | — | |
| AIDE2026.04 | 66.4 | 48.2 | 66.4 | — | — | |
| AIDE2026.05 | 63.4 | 48.8 | 51.9 | — | 48.8 | |
| VIB-Net2025.11 | 63.3 | 57.1 | 51.1 | — | — | |
| NPR2026.02 | 62.9 | 53.8 | 63 | — | — | |
| NPR2026.04 | 62.9 | 53.8 | 63 | — | — | |
| DRCT2026.05 | 58.3 | 56.4 | 50.5 | — | 55.1 | |
| C2P-CLIP2026.05 | 56.9 | 61.4 | 53 | — | 57.1 | |
| DFFreq2025.11 | 56 | 56.6 | 56 | — | — | |
| UnivFD2025.11 | 55.3 | 56.6 | 47.5 | — | — | |
| AIDE2025.11 | 55.2 | 49.4 | 78.4 | — | — | |
| FatFormer2026.02 | 52.6 | 56.6 | 50 | — | — | |
| FatFormer2026.04 | 52.6 | 56.6 | 50 | — | — | |
| UnivFD2026.02 | 52.5 | 52.4 | 50.7 | — | — | |
| UnivFD2026.04 | 52.5 | 52.4 | 50.7 | — | — | |
| Effort2025.11 | 52.1 | 55.1 | 47 | — | — | |
| NPR2025.11 | 49.8 | 50 | 50.2 | — | — | |
| C2P-CLIP2026.02 | 49.6 | 57.9 | 49.6 | — | — | |
| Aligned2026.02 | 49.6 | 53.9 | 52.4 | — | — | |
| C2P-CLIP2026.04 | 49.6 | 57.9 | 49.6 | — | — | |
| Aligned2026.04 | 49.6 | 53.9 | 52.4 | — | — | |
| SAFE2026.05 | 49.4 | 48.2 | 49.6 | — | 49.1 | |
| SAFE2025.11 | 49.2 | 50.1 | 49.3 | — | — | |
| SAFE2026.02 | 48.8 | 46.6 | 48.7 | — | — | |
| SAFE2026.04 | 48.8 | 46.6 | 48.7 | — | — | |
| FatFormer2026.05 | 46.5 | 61.6 | 48.3 | — | 52.1 | |
| UnivFD2026.05 | 45.4 | 65.3 | 46.2 | — | 52.3 | |
| NPR2026.05 | 43.6 | 61.3 | 44.5 | — | 49.8 |