AIGI Detection on GAN-family benchmarks
100ProGAN Detection ScoreCNNSpot
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CNNSpotTraining Set=ProGAN2026.06 | 100 | 90.2 | 71.2 | 87.6 | 94.6 | 81.4 | 86.9 | 87.4 | |
| FusingTraining Set=ProGAN2026.06 | 100 | 85.2 | 77.4 | 87 | 97 | 77 | 83.3 | 86.7 | |
| PatchCraftTraining Set=ProGAN2026.06 | 100 | 92.8 | 95.8 | 70.2 | 100 | 71.6 | 89.6 | 88.6 | |
| AIDETraining Set=ProGAN2026.06 | 100 | 99.6 | 84 | 98.5 | 99.9 | 73.3 | 98 | 93.3 | |
| LGradTraining Set=ProGAN2026.06 | 99.8 | 91.1 | 85.6 | 87 | 99.3 | 78.5 | 85.3 | 89.5 | |
| UnivFDTraining Set=ProGAN2026.06 | 99.8 | 84.9 | 95.1 | 98.3 | 95.8 | 99.5 | 75 | 92.6 | |
| NPRTraining Set=ProGAN2026.06 | 99.8 | 97.7 | 84.4 | 96.1 | 99.4 | 82.5 | 98.4 | 94 | |
| LNPTraining Set=ProGAN2026.06 | 99.7 | 91.8 | 77.8 | 84.1 | 100 | 75.4 | 94.6 | 89.1 | |
| FreDectTraining Set=ProGAN2026.06 | 99.4 | 78 | 82 | 78.8 | 94.6 | 80.6 | 66.2 | 82.8 | |
| ForensicConceptTraining Set=SDv1.42026.06 | 96.5 | 93.2 | 94.1 | 82.6 | 81.5 | 96 | 86.8 | 90.1 | |
| DIRETraining Set=ProGAN2026.06 | 95.2 | 83 | 70.1 | 74.2 | 95.5 | 67.8 | 75.3 | 80.2 | |
| EffortTraining Set=SDv1.42026.06 | 88.7 | 84.4 | 77.6 | 92.3 | 98.9 | 80.3 | 84.1 | 86.6 | |
| AIDETraining Set=SDv1.42026.06 | 69.3 | 71.1 | 66.9 | 74.4 | 80.2 | 60.4 | 72.5 | 70.7 | |
| DIRETraining Set=SDv1.42026.06 | 52.8 | 51.3 | 49.7 | 49.6 | 46.7 | 51.2 | 51.7 | 50.4 |