AI-generated image detection on AIGIBench IP-Adapter
93.3AccuracyDFFreq
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DFFreqevaluation_strategy=cross-model2025.01 | 93.3 | 96.6 | |
| AIDEevaluation_strategy=cross-model2025.01 | 87.1 | 91 | |
| LaDeDaevaluation_strategy=cross-model2025.01 | 82.3 | 82.2 | |
| NPRevaluation_strategy=cross-model2025.01 | 79 | 81.1 | |
| FreqNetevaluation_strategy=cross-model2025.01 | 78.8 | 79.9 | |
| FatFormerevaluation_strategy=cross-model2025.01 | 67.1 | 74.1 | |
| LEGOVenue=-2026.05 | 64.8 | 83 | |
| UnivFDevaluation_strategy=cross-model2025.01 | 62.3 | 73.9 | |
| C2P-CLIPevaluation_strategy=cross-model2025.01 | 55.1 | 65.9 | |
| CNN-Spotevaluation_strategy=cross-model2025.01 | 50 | 50.1 | |
| LGradevaluation_strategy=cross-model2025.01 | 45.5 | 46.3 |