AI-generated image detection on WildFake (All)
93.26F1 ScoreAgentFoX-32B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AgentFoX-32Bparameter_size=32B2026.03 | 93.26 | 93.13 | |
| AgentFoX-32B2026.03 | 93.26 | 93.13 | |
| Semantic Analyzer2026.03 | 90.74 | 90.9 | |
| Semantic AnalyzerThreshold=0.52026.03 | 90.73 | 89.02 | |
| AgentFoX-32BThreshold=0.52026.03 | 89.21 | 86.65 | |
| AgentFoX-8BThreshold=0.52026.03 | 88.83 | 86.27 | |
| Probability Avg*Threshold=0.52026.03 | 80.95 | 78.64 | |
| SPAI2026.03 | 80.84 | 78.89 | |
| FakeVLMThreshold=0.52026.03 | 75.13 | 71.51 | |
| FakeVLM2026.03 | 73.42 | 71.53 | |
| Majority Vote*Threshold=0.52026.03 | 72.83 | 72.11 | |
| Gating Network2026.03 | 71.56 | 74.25 | |
| DRCT2026.03 | 69.62 | 71.8 | |
| Patch ShuffleThreshold=0.52026.03 | 64.1 | 58.46 | |
| RINE2026.03 | 62.2 | 69.3 | |
| MLP FusionThreshold=0.52026.03 | 61.42 | 56.67 | |
| Gating NetworkThreshold=0.52026.03 | 59.94 | 61.97 | |
| SPAIThreshold=0.52026.03 | 58.5 | 55.79 | |
| MLP Fusion2026.03 | 57.19 | 66.93 | |
| DRCTThreshold=0.52026.03 | 56.34 | 54.01 | |
| DeeCLIPThreshold=0.52026.03 | 55.81 | 60.53 | |
| FreqNet2026.03 | 54.76 | 61.8 | |
| DeeCLIP2026.03 | 53.52 | 65.51 | |
| Resnet FusionThreshold=0.52026.03 | 53.02 | 58.7 | |
| ResNet Fusion2026.03 | 52.63 | 64.97 | |
| C2P-CLIP2026.03 | 51.33 | 62.43 | |
| NPR2026.03 | 50.57 | 62.92 | |
| FatFormer2026.03 | 49.07 | 62.31 | |
| RINEThreshold=0.52026.03 | 49.03 | 53.12 | |
| C2P-CLIPThreshold=0.52026.03 | 47.18 | 55.49 | |
| PatchShuffle2026.03 | 38.67 | 58.81 | |
| UniFD2026.03 | 29.51 | 51.81 |