AI-generated image detection on GenImage 54 (test)
92.3AUPR (ADM)HFI_LPIPS2
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| HFI_LPIPS2Detection Method Type=Training-free2024.12 | 92.3 | 99.6 | 99.5 | 99.8 | 99.8 | 99.8 | 90.5 | 99.9 | 97.7 | |
| DRCT/UnivFDDetection Method Type=Training-based2024.12 | 89.2 | 92.4 | 96.4 | 97.4 | 99.7 | 99.5 | 96.6 | 99.4 | 96.3 | |
| HFI_LPIPSDetection Method Type=Training-free2024.12 | 87.2 | 98.9 | 99.4 | 99.6 | 99.8 | 99.8 | 88.4 | 99.7 | 96.6 | |
| AEROBLADE_LPIPS2Detection Method Type=Training-free2024.12 | 83.8 | 98.6 | 99 | 98.8 | 98.3 | 98.4 | 72.3 | 98.4 | 93.5 | |
| RIGIDDetection Method Type=Training-free2024.12 | 79 | 97.6 | 96.4 | 79.7 | 69.8 | 69.9 | 86 | 70.8 | 81.2 | |
| AEROBLADE_LPIPSDetection Method Type=Training-free2024.12 | 74.8 | 91.9 | 97.7 | 98.4 | 97.4 | 97.6 | 59.6 | 97.7 | 89.4 | |
| NPRDetection Method Type=Training-based2024.12 | 73.3 | 92 | 92.4 | 82.2 | 84.2 | 84.1 | 76.6 | 81.4 | 83.3 |