AI-generated image detection on Chameleon (Platform Breakdown)
94.7Accuracy (Reddit)BFree
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BFree2025.12 | 94.7 | 75.1 | 85.5 | 97.9 | |
| AlignGeminiVLM Backbone=Qwen2.5-VL-7B, Expert Branch=DINOv22025.12 | 92.2 | 85.5 | 90.9 | 95.5 | |
| AlignedForensics2025.12 | 91.6 | 71 | 70.9 | 80.6 | |
| NPR2025.12 | 78.1 | 59.9 | 61 | 51.3 | |
| Forensic-ChatBackbone=Qwen2.5-VL2025.12 | 77.8 | — | 83.4 | 82.1 | |
| CO-SPY2025.12 | 72.2 | 68.8 | 77.7 | 74.8 | |
| DRCT2025.12 | 58.3 | 56.6 | 56.4 | 50.5 | |
| AIDE2025.12 | 57.8 | 65.8 | 71.5 | 48.8 | |
| C2P-CLIP2025.12 | 54.4 | 51.1 | 68.4 | 55.9 | |
| FatFormer2025.12 | 54.1 | 51.2 | 68.1 | 54.4 | |
| SAFE2025.12 | 50.9 | 59.9 | 74.1 | 37.5 | |
| UnivFD2025.12 | 49.1 | 50.7 | 60.2 | 56.5 |