AI-generated image detection on AIGIBench InstantID
0.946AccuracyDFFreq
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DFFreqevaluation_strategy=cross-model2025.01 | 0.946 | 0.977 | |
| LEGOVenue=-2026.05 | 0.892 | 0.971 | |
| AIDEevaluation_strategy=cross-model2025.01 | 0.876 | 0.89 | |
| C2P-CLIPevaluation_strategy=cross-model2025.01 | 0.868 | 0.939 | |
| LaDeDaevaluation_strategy=cross-model2025.01 | 0.81 | 0.818 | |
| FreqNetevaluation_strategy=cross-model2025.01 | 0.798 | 0.863 | |
| NPRevaluation_strategy=cross-model2025.01 | 0.713 | 0.759 | |
| FatFormerevaluation_strategy=cross-model2025.01 | 0.693 | 0.774 | |
| UnivFDevaluation_strategy=cross-model2025.01 | 0.674 | 0.795 | |
| LGradevaluation_strategy=cross-model2025.01 | 0.539 | 0.548 | |
| CNN-Spotevaluation_strategy=cross-model2025.01 | 0.501 | 0.671 |