AI-generated image detection on AIGIBench SocialRF
68.1AccuracyLEGO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LEGOVenue=-2026.05 | 68.1 | 83.9 | |
| DFFreqevaluation_strategy=cross-model2025.01 | 60.8 | 70.8 | |
| FatFormerevaluation_strategy=cross-model2025.01 | 56.9 | 65.1 | |
| AIDEevaluation_strategy=cross-model2025.01 | 56.8 | 62.1 | |
| C2P-CLIPevaluation_strategy=cross-model2025.01 | 56.4 | 62.3 | |
| LaDeDaevaluation_strategy=cross-model2025.01 | 56.2 | 61.7 | |
| NPRevaluation_strategy=cross-model2025.01 | 54.5 | 58.4 | |
| FreqNetevaluation_strategy=cross-model2025.01 | 54.2 | 58.1 | |
| CNN-Spotevaluation_strategy=cross-model2025.01 | 50.3 | 46.3 | |
| LGradevaluation_strategy=cross-model2025.01 | 49.6 | 49.3 | |
| UnivFDevaluation_strategy=cross-model2025.01 | 49.2 | 46.2 |