AI-generated image detection on AIGIBench Infinite-ID
96.9AccuracySAFE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SAFETraining Data=ProGAN (4 classes) and SDv1.42026.05 | 96.9 | 99.2 | |
| DDATraining Data=ProGAN (4 classes) and SDv1.42026.05 | 96.5 | 100 | |
| PGCTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 94.9 | 99.3 | |
| AIDETraining Data=ProGAN (4 classes) and SDv1.42026.05 | 92.2 | 94.7 | |
| DFFreqevaluation_strategy=cross-model2025.01 | 90 | 91 | |
| AIDEevaluation_strategy=cross-model2025.01 | 88.9 | 87.9 | |
| LEGOVenue=-2026.05 | 86.7 | 96 | |
| C2P-CLIPevaluation_strategy=cross-model2025.01 | 85.2 | 93.4 | |
| UnivFDTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 84.5 | 89.6 | |
| FatFormerevaluation_strategy=cross-model2025.01 | 83.3 | 91.2 | |
| B-FreeTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 79.5 | 91.3 | |
| FreqNetevaluation_strategy=cross-model2025.01 | 79 | 74.5 | |
| LaDeDaevaluation_strategy=cross-model2025.01 | 79 | 67.5 | |
| FreqNetTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 79 | 74.5 | |
| UnivFDevaluation_strategy=cross-model2025.01 | 72.4 | 84.2 | |
| NPRTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 63.9 | 80.4 | |
| NPRevaluation_strategy=cross-model2025.01 | 62 | 62.8 | |
| LGradTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 50.9 | 54.6 | |
| CNN-Spotevaluation_strategy=cross-model2025.01 | 50.8 | 55.8 | |
| CNNDetTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 49.7 | 49.5 | |
| LGradevaluation_strategy=cross-model2025.01 | 31.3 | 34.4 |