AI-generated image detection on Synthbuster Firefly (test)
99.7AccuracyOurs_vae_1.1
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ours_vae_1.1Protocol=Zero-shot2026.01 | 99.7 | 1 | |
| Ours_vq_2.2Protocol=Zero-shot2026.01 | 99.7 | 0.9999 | |
| Ours_super-res_3.3Protocol=Zero-shot2026.01 | 98.5 | 0.9996 | |
| Ours_sparseProtocol=Zero-shot2026.01 | 98 | 0.9973 | |
| RINEProtocol=Zero-shot2026.01 | 92.1 | 0.99 | |
| CoDEProtocol=Zero-shot2026.01 | 60.65 | 0.6 | |
| FatFormerProtocol=Zero-shot2026.01 | 60.12 | 0.62 | |
| C2P-CLIPProtocol=Zero-shot2026.01 | 59.45 | 0.82 | |
| DIREProtocol=Zero-shot2026.01 | 50.8 | 0.55 | |
| NPRProtocol=Zero-shot2026.01 | 47.3 | 0.47 | |
| LGradProtocol=Zero-shot2026.01 | 47.25 | 0.42 | |
| AIDEProtocol=Zero-shot2026.01 | 14.4 | 0.32 |