Cross-domain AI-generated image detection on Chameleon
69.14F1 ScoreAgentFoX-32B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AgentFoX-32BThreshold=0.52026.03 | 69.14 | 70.88 | |
| FakeVLMThreshold=0.52026.03 | 67.44 | 62.56 | |
| Semantic AnalyzerThreshold=0.52026.03 | 66.99 | 77.54 | |
| AgentFoX-8BThreshold=0.52026.03 | 65.95 | 68.39 | |
| MLP FusionThreshold=0.52026.03 | 65.22 | 30.56 | |
| Probability Avg*Threshold=0.52026.03 | 52.14 | 59.07 | |
| Majority Vote*Threshold=0.52026.03 | 45 | 52.41 | |
| Gating NetworkThreshold=0.52026.03 | 44.59 | 41.88 | |
| Patch ShuffleThreshold=0.52026.03 | 43.89 | 47.25 | |
| DRCTThreshold=0.52026.03 | 43.83 | 46.26 | |
| SPAIThreshold=0.52026.03 | 43.48 | 48.09 | |
| RINEThreshold=0.52026.03 | 40.55 | 42.43 | |
| Resnet FusionThreshold=0.52026.03 | 33.88 | 65.06 | |
| DeeCLIPThreshold=0.52026.03 | 9.2 | 60.57 | |
| C2P-CLIPThreshold=0.52026.03 | 7.6 | 59.57 |