AI-generated image detection on AIGIBench CommunityAI
85.4AccuracyLEGO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LEGOVenue=-2026.05 | 85.4 | 93.1 | |
| LGradevaluation_strategy=cross-model2025.01 | 56.4 | 63 | |
| FreqNetevaluation_strategy=cross-model2025.01 | 55.9 | 69.7 | |
| LaDeDaevaluation_strategy=cross-model2025.01 | 54.8 | 55.9 | |
| DFFreqevaluation_strategy=cross-model2025.01 | 54.6 | 66.6 | |
| NPRevaluation_strategy=cross-model2025.01 | 54.4 | 60 | |
| FatFormerevaluation_strategy=cross-model2025.01 | 51.9 | 69.9 | |
| AIDEevaluation_strategy=cross-model2025.01 | 51.3 | 52.8 | |
| C2P-CLIPevaluation_strategy=cross-model2025.01 | 51 | 54.5 | |
| CNN-Spotevaluation_strategy=cross-model2025.01 | 49.9 | 50.5 | |
| UnivFDevaluation_strategy=cross-model2025.01 | 49.9 | 50 |