Cross-domain AI-generated image detection on GenImage
94.78F1 ScoreResnet Fusion
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Resnet FusionThreshold=0.52026.03 | 94.78 | 94.65 | |
| MLP FusionThreshold=0.52026.03 | 93.53 | 93.59 | |
| AgentFoX-32BThreshold=0.52026.03 | 78.54 | 78.04 | |
| C2P-CLIPThreshold=0.52026.03 | 73.99 | 78.63 | |
| AgentFoX-8BThreshold=0.52026.03 | 73.36 | 72.94 | |
| Probability Avg*Threshold=0.52026.03 | 67.8 | 70.39 | |
| Semantic AnalyzerThreshold=0.52026.03 | 65.85 | 72.55 | |
| Gating NetworkThreshold=0.52026.03 | 61.18 | 62.36 | |
| DeeCLIPThreshold=0.52026.03 | 60.45 | 69.22 | |
| Majority Vote*Threshold=0.52026.03 | 57.51 | 61.18 | |
| RINEThreshold=0.52026.03 | 51.38 | 51.76 | |
| DRCTThreshold=0.52026.03 | 51.33 | 53.53 | |
| SPAIThreshold=0.52026.03 | 50.19 | 48.24 | |
| Patch ShuffleThreshold=0.52026.03 | 49.3 | 50 | |
| FakeVLMThreshold=0.52026.03 | 12.19 | 51.96 |