AI-generated image detection on AIGIBench E4S
88.5AccuracyPGC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PGCTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 88.5 | 95.9 | |
| DDATraining Data=ProGAN (4 classes) and SDv1.42026.05 | 82.3 | 87.8 | |
| B-FreeTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 77.5 | 91.8 | |
| LEGOVenue=-2026.05 | 76.8 | 92 | |
| UnivFDevaluation_strategy=cross-model2025.01 | 72.4 | 82.5 | |
| FatFormerevaluation_strategy=cross-model2025.01 | 70 | 73 | |
| C2P-CLIPevaluation_strategy=cross-model2025.01 | 69.8 | 76.1 | |
| UnivFDTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 57 | 57.1 | |
| CNNDetTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 51.1 | 68.9 | |
| CNN-Spotevaluation_strategy=cross-model2025.01 | 49.6 | 35.2 | |
| SAFETraining Data=ProGAN (4 classes) and SDv1.42026.05 | 47.6 | 46 | |
| DFFreqevaluation_strategy=cross-model2025.01 | 45.1 | 46.4 | |
| NPRTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 45 | 34.4 | |
| AIDETraining Data=ProGAN (4 classes) and SDv1.42026.05 | 44.3 | 44.3 | |
| LGradTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 41.5 | 32.8 | |
| AIDEevaluation_strategy=cross-model2025.01 | 39.4 | 38.3 | |
| LGradevaluation_strategy=cross-model2025.01 | 39.2 | 39.4 | |
| NPRevaluation_strategy=cross-model2025.01 | 34 | 34.4 | |
| LaDeDaevaluation_strategy=cross-model2025.01 | 29 | 42.4 | |
| FreqNetevaluation_strategy=cross-model2025.01 | 25.8 | 34.7 | |
| FreqNetTraining Data=ProGAN (4 classes) and SDv1.42026.05 | 25.8 | 34.7 |