AI-Generated Image Detection on Semi-Truth
85.2Kandinsky22 Detection RateWARPAD
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| WARPADzero-shot=true2026.03 | 85.2 | 68 | 80.5 | 75 | 78.5 | 77.9 | |
| OURSzero-shot=true2026.03 | 84.4 | 80.1 | 83.4 | 87.2 | 85.4 | 84.1 | |
| DTADzero-shot=true2026.03 | 82.9 | 64.9 | 68.6 | 73 | 78 | 73.6 | |
| AEROBLADEzero-shot=true2026.03 | 72.3 | 70.7 | 53.1 | 68.6 | 72.4 | 67.1 | |
| HFIzero-shot=true2026.03 | 60.6 | 70 | 65.9 | 97.5 | 96.7 | 77.1 | |
| MIBDzero-shot=true2026.03 | 54.8 | 49.9 | 48.2 | 52.5 | 53 | 51.7 | |
| ZEROFAKEzero-shot=true2026.03 | 50.7 | 56.2 | 52.5 | 67.9 | 66.8 | 58.3 | |
| MINDERzero-shot=true2026.03 | 45.1 | 49.8 | 35.2 | 35.1 | 44.8 | 41.9 | |
| RIGIDzero-shot=true2026.03 | 45 | 49.8 | 35.2 | 35 | 44.7 | 41.8 |