Cross-domain AI-generated image detection on Community Forensics
91.5F1 ScoreAgentFoX-32B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AgentFoX-32BThreshold=0.52026.03 | 91.5 | 88.03 | |
| MLP FusionThreshold=0.52026.03 | 84.94 | 79.49 | |
| AgentFoX-8BThreshold=0.52026.03 | 84.94 | 79.49 | |
| Semantic AnalyzerThreshold=0.52026.03 | 77.67 | 72.65 | |
| Probability Avg*Threshold=0.52026.03 | 75.52 | 70.09 | |
| Resnet FusionThreshold=0.52026.03 | 73.37 | 68.64 | |
| Majority Vote*Threshold=0.52026.03 | 70.12 | 65.53 | |
| SPAIThreshold=0.52026.03 | 64.41 | 58.12 | |
| RINEThreshold=0.52026.03 | 63.29 | 56.7 | |
| DRCTThreshold=0.52026.03 | 61.27 | 54.99 | |
| DeeCLIPThreshold=0.52026.03 | 59.89 | 57.26 | |
| Gating NetworkThreshold=0.52026.03 | 59.54 | 65.53 | |
| Patch ShuffleThreshold=0.52026.03 | 59.05 | 51 | |
| C2P-CLIPThreshold=0.52026.03 | 52.1 | 51.28 | |
| FakeVLMThreshold=0.52026.03 | 41.34 | 45.01 |