AI-generated image detection on AIGIBench Imagen3
96.2AccuracyLEGO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LEGOVenue=-2026.05 | 96.2 | 99.2 | |
| DFFreqevaluation_strategy=cross-model2025.01 | 93.6 | 96 | |
| AIDEevaluation_strategy=cross-model2025.01 | 86.4 | 90.8 | |
| NPRevaluation_strategy=cross-model2025.01 | 84.6 | 91 | |
| LaDeDaevaluation_strategy=cross-model2025.01 | 81.1 | 84.6 | |
| FreqNetevaluation_strategy=cross-model2025.01 | 73.6 | 80.7 | |
| LGradevaluation_strategy=cross-model2025.01 | 61.4 | 66.9 | |
| CNN-Spotevaluation_strategy=cross-model2025.01 | 51 | 50.3 | |
| UnivFDevaluation_strategy=cross-model2025.01 | 48.1 | 44.1 | |
| FatFormerevaluation_strategy=cross-model2025.01 | 46.9 | 43.1 | |
| C2P-CLIPevaluation_strategy=cross-model2025.01 | 45.2 | 46.5 |