Cross-domain AI-generated image detection on AIGCDetect
75.58F1 ScoreAgentFoX-32B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AgentFoX-32BThreshold=0.52026.03 | 75.58 | 75.71 | |
| C2P-CLIPThreshold=0.52026.03 | 73.08 | 80.14 | |
| Resnet FusionThreshold=0.52026.03 | 70.75 | 73.15 | |
| MLP FusionThreshold=0.52026.03 | 70.67 | 72.62 | |
| DeeCLIPThreshold=0.52026.03 | 66.34 | 75.89 | |
| AgentFoX-8BThreshold=0.52026.03 | 65.93 | 67.02 | |
| Semantic AnalyzerThreshold=0.52026.03 | 63.03 | 73.58 | |
| Probability Avg*Threshold=0.52026.03 | 58.73 | 63.12 | |
| Gating NetworkThreshold=0.52026.03 | 53.19 | 52.69 | |
| Majority Vote*Threshold=0.52026.03 | 50.7 | 56.21 | |
| SPAIThreshold=0.52026.03 | 46.29 | 46.1 | |
| RINEThreshold=0.52026.03 | 46.07 | 46.45 | |
| Patch ShuffleThreshold=0.52026.03 | 45.84 | 48.05 | |
| DRCTThreshold=0.52026.03 | 45.76 | 47.87 | |
| FakeVLMThreshold=0.52026.03 | 16.77 | 54.26 |