AI-generated image detection on AIGIBench StyleGAN-XL
65.5AccuracyLEGO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LEGOVenue=-2026.05 | 65.5 | 80.4 | |
| C2P-CLIPevaluation_strategy=cross-model2025.01 | 0.941 | 0.981 | |
| FatFormerevaluation_strategy=cross-model2025.01 | 0.934 | 0.98 | |
| UnivFDevaluation_strategy=cross-model2025.01 | 0.871 | 0.95 | |
| AIDEevaluation_strategy=cross-model2025.01 | 0.844 | 0.877 | |
| DFFreqevaluation_strategy=cross-model2025.01 | 0.823 | 0.864 | |
| LaDeDaevaluation_strategy=cross-model2025.01 | 0.821 | 0.842 | |
| FreqNetevaluation_strategy=cross-model2025.01 | 0.798 | 0.841 | |
| NPRevaluation_strategy=cross-model2025.01 | 0.745 | 0.759 | |
| LGradevaluation_strategy=cross-model2025.01 | 0.612 | 0.628 | |
| CNN-Spotevaluation_strategy=cross-model2025.01 | 0.497 | 0.6 |