AI-generated image detection on AIGI-Bench
88.8Detection Rate (Civitai)AlignGemini
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| AlignGeminiVLM Backbone=Qwen2.5-VL-7B, Expert Branch=DINOv22025.12 | 88.8 | 100 | 99.6 | 75 | 96.8 | 99.9 | |
| Forensic-ChatBackbone=Qwen2.5-VL2025.12 | 82.2 | — | — | — | — | — | |
| BFree2025.12 | 81.9 | 98.7 | 96.4 | 14.3 | 50.5 | 98.4 | |
| AlignedForensics2025.12 | 74.3 | 97.8 | 68 | 8 | 0.5 | 96.4 | |
| CO-SPY2025.12 | 66.5 | 96.3 | 69 | 37.6 | 68.8 | 51.4 | |
| AIDE2025.12 | 65.6 | 15.1 | 33.1 | 6.9 | 26.6 | 91.3 | |
| C2P-CLIP2025.12 | 57.9 | 2.5 | 21.9 | 0.3 | 7.6 | 17 | |
| NPR2025.12 | 56.4 | 0.2 | 4.5 | 0.4 | 4.6 | 82.5 | |
| SAFE2025.12 | 56.4 | 0.3 | 0.6 | 0.2 | 0 | 93.4 | |
| DRCT2025.12 | 54.4 | 51.9 | 90.8 | 85.3 | 99.6 | 76.1 | |
| FatFormer2025.12 | 53.7 | 0 | 1.7 | 0 | 2.8 | 32.2 | |
| UnivFD2025.12 | 53 | 3 | 10.3 | 0.3 | 1.2 | 20.8 |