AIGI Detection on AIGCDetect
99.5B.AccHEDGE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HEDGE2026.04 | 99.5 | 99.1 | 99.6 | — | |
| Separate Expert Fusion (SEF)2026.05 | 96.2 | — | — | — | |
| STAL2026.05 | 96 | — | — | 97 | |
| DDAre-implementation=via DINO-v3-L2026.05 | 94.9 | — | — | — | |
| MIRRORBackbone=DINOv32026.02 | 91.7 | 91.5 | 91.5 | — | |
| MIRROR2026.04 | 91.7 | 91.5 | 91.5 | — | |
| MIRRORBackbone=DINOv22026.02 | 90.5 | 90 | 88.6 | — | |
| DDA2026.05 | 87.8 | — | — | — | |
| DDA2026.05 | 87.8 | — | — | 90 | |
| DDA*Backbone=DINOv3-H+2026.05 | 87.1 | — | — | 94.2 | |
| FatFormer2026.05 | 85 | — | — | — | |
| FatFormer2026.05 | 85 | — | — | 61.3 | |
| B-FreeEvaluation Weights=Official2026.02 | 84.7 | 85 | 82.7 | — | |
| B-Free2026.04 | 84.7 | 85 | 82.7 | — | |
| AIDEEvaluation Weights=Retrained2026.02 | 84 | 53.4 | 77 | — | |
| AIDE2026.04 | 84 | 53.4 | 77 | — | |
| FatFormerEvaluation Weights=Retrained2026.02 | 82.1 | 71.5 | 80 | — | |
| FatFormer2026.04 | 82.1 | 71.5 | 80 | — | |
| DDAEvaluation Weights=Official2026.02 | 81.5 | 81.8 | 79.1 | — | |
| DDA2026.04 | 81.5 | 81.8 | 79.1 | — | |
| C2P-CLIP2026.05 | 81.4 | — | — | — | |
| DRCT2026.05 | 81.4 | — | — | — | |
| C2P-CLIP2026.05 | 81.4 | — | — | 64.7 | |
| DRCT2026.05 | 81.4 | — | — | 73.3 | |
| C2P-CLIPEvaluation Weights=Retrained2026.02 | 80 | 65.7 | 77.6 | — | |
| C2P-CLIP2026.04 | 80 | 65.7 | 77.6 | — | |
| UnivFD2026.05 | 72.5 | — | — | — | |
| UnivFD2026.05 | 72.5 | — | — | 57.6 | |
| DRCTEvaluation Weights=Official2026.02 | 67.1 | 67.1 | 67.5 | — | |
| DRCT2026.04 | 67.1 | 67.1 | 67.5 | — | |
| Aligned2026.05 | 66.6 | — | — | — | |
| AlignedForensics2026.05 | 66.6 | — | — | 74.4 | |
| NPREvaluation Weights=Retrained2026.02 | 63.9 | 64 | 48.2 | — | |
| NPR2026.04 | 63.9 | 64 | 48.2 | — | |
| AIDE2026.05 | 63.6 | — | — | — | |
| AIDE2026.05 | 63.6 | — | — | 54.3 | |
| UnivFDEvaluation Weights=Retrained2026.02 | 56.5 | 50.1 | 48.7 | — | |
| UnivFD2026.04 | 56.5 | 50.1 | 48.7 | — | |
| AlignedEvaluation Weights=Official2026.02 | 55.7 | 54.5 | 55.3 | — | |
| Aligned2026.04 | 55.7 | 54.5 | 55.3 | — | |
| NPR2026.05 | 53.1 | — | — | — | |
| NPR2026.05 | 53.1 | — | — | 45.4 | |
| SAFE2026.05 | 50.3 | — | — | — | |
| SAFE2026.05 | 50.3 | — | — | 46 | |
| SAFEEvaluation Weights=Retrained2026.02 | 48.4 | 57.8 | 49.4 | — | |
| SAFE2026.04 | 48.4 | 57.8 | 49.4 | — |