Cross-domain AI-generated image detection on AIGIBench
89.75F1 ScoreAgentFoX-32B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AgentFoX-32BThreshold=0.52026.03 | 89.75 | 88.25 | |
| Semantic AnalyzerThreshold=0.52026.03 | 84.65 | 84.48 | |
| AgentFoX-8BThreshold=0.52026.03 | 82.67 | 79.78 | |
| Probability Avg*Threshold=0.52026.03 | 73.36 | 72.95 | |
| FakeVLMThreshold=0.52026.03 | 72.84 | 62.31 | |
| Majority Vote*Threshold=0.52026.03 | 67.71 | 67.85 | |
| MLP FusionThreshold=0.52026.03 | 60.75 | 48.4 | |
| RINEThreshold=0.52026.03 | 57.92 | 58.76 | |
| DRCTThreshold=0.52026.03 | 53.96 | 52.33 | |
| SPAIThreshold=0.52026.03 | 53.83 | 50.55 | |
| Patch ShuffleThreshold=0.52026.03 | 51.45 | 48.12 | |
| Gating NetworkThreshold=0.52026.03 | 51.22 | 51.54 | |
| Resnet FusionThreshold=0.52026.03 | 49.26 | 60.6 | |
| DeeCLIPThreshold=0.52026.03 | 30.26 | 52.99 | |
| C2P-CLIPThreshold=0.52026.03 | 22.3 | 49 |