AI-generated image detection on Forensics Small (test)
0.8967AUROC (GAN)Search-based intermediate representation detector
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Search-based intermediate representation detectorMethod category=Search-based method, Optimal layer=132026.05 | 0.8967 | 0.705 | 0.8855 | 0.8248 | 0.9604 | 0.3924 | 0.9274 | 0.7968 | 0.8906 | 0.877 | |
| UniDetectorMethod category=Training-based method, Evaluation protocol=linear probing2026.05 | 0.8825 | 0.7454 | 0.6019 | 0.5635 | 0.9214 | 0.333 | 0.7439 | 0.0797 | 0.6706 | 0.7138 | |
| NPRMethod category=Training-based method2026.05 | 0.8807 | 0.6307 | 0.8337 | 0.785 | 0.9166 | 0.4094 | 0.9024 | 0.5822 | 0.8471 | 0.8404 | |
| AIDEMethod category=Training-based method2026.05 | 0.8265 | 0.5524 | 0.7822 | 0.7146 | 0.9536 | 0.295 | 0.9239 | 0.2629 | 0.7989 | 0.7905 | |
| RIGIDMethod category=Training-free method2026.05 | 0.7473 | 0.4416 | 0.5929 | 0.5224 | 0.889 | 0.2475 | 0.8438 | 0.3034 | 0.6379 | 0.6521 | |
| MINDERMethod category=Training-free method2026.05 | 0.7377 | 0.4154 | 0.5845 | 0.5121 | 0.8606 | 0.1987 | 0.698 | 0.0656 | 0.6252 | 0.6323 | |
| SPAIMethod category=Training-based method2026.05 | 0.6268 | 0.2863 | 0.7087 | 0.6333 | 0.6702 | 0.1261 | 0.8133 | 0.356 | 0.6937 | 0.6786 | |
| AeroBladeMethod category=Training-free method2026.05 | 0.5439 | 0.4017 | 0.5283 | 0.4711 | 0.6203 | 0.1436 | 0.6325 | 0.2168 | 0.6042 | 0.6211 |