AI-generated image detection on WildRF (Facebook) (test)
98.44AccuracyOurs_sparse
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours_sparseProtocol=Zero-shot2026.01 | 98.44 | 99.44 | |
| Ours_vae_1.1Protocol=Zero-shot2026.01 | 97.81 | 98.99 | |
| Ours_super-res_3.3Protocol=Zero-shot2026.01 | 97.19 | 99.46 | |
| Ours_vq_2.2Protocol=Zero-shot2026.01 | 95.31 | 99.28 | |
| HydraPrompt2026.05 | 95.2 | — | |
| HFMF2026.05 | 86.9 | — | |
| LaDeDa2026.05 | 81.9 | — | |
| UnivFD2026.05 | 78.4 | — | |
| PatchFor2026.05 | 77.1 | — | |
| NPR2026.05 | 76.6 | — | |
| NPRProtocol=Zero-shot2026.01 | 74.06 | 84 | |
| CoDEProtocol=Zero-shot2026.01 | 72.19 | 67 | |
| CNNSpot2026.05 | 70.6 | — | |
| LGradProtocol=Zero-shot2026.01 | 66.88 | 77 | |
| DIREProtocol=Zero-shot2026.01 | 56.56 | 66 | |
| FatFormerProtocol=Zero-shot2026.01 | 54.83 | 75 | |
| C2P-CLIPProtocol=Zero-shot2026.01 | 54.37 | 71 | |
| RINEProtocol=Zero-shot2026.01 | 51.56 | 55 | |
| AIDEProtocol=Zero-shot2026.01 | 50 | 56 |