Generated Image Detection on Damaged cars Image Domain
99AUCCLIDE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CLIDEGenerative Model=DALL·E 3 [6], Zero-shot evaluation=true2025.12 | 99 | 99 | 93 | 93 | |
| CLIDEGenerative Model=Kandinsky2.1 [64], Zero-shot evaluation=true2025.12 | 97 | 98 | 93 | 93 | |
| CLIDEGenerative Model=SDXL [59], Zero-shot evaluation=true2025.12 | 97 | 97 | 91 | 91 | |
| CLIDEGenerative Model=Midjourney [50], Zero-shot evaluation=true2025.12 | 93 | 94 | 87 | 86 | |
| CLIDEGenerative Model=All, Zero-shot evaluation=true2025.12 | 92 | 92 | 85 | 84 | |
| CLIDEGenerative Model=UnCLIP [63], Zero-shot evaluation=true2025.12 | 80 | 80 | 72 | 67 | |
| ZEDGenerative Model=Kandinsky2.1 [64], Zero-shot evaluation=true2025.12 | 68 | 66 | 68 | 61 | |
| Manifold BiasGenerative Model=Kandinsky2.1 [64], Zero-shot evaluation=true2025.12 | 60 | 64 | 48 | 61 | |
| RIGIDGenerative Model=Kandinsky2.1 [64], Zero-shot evaluation=true2025.12 | 30 | 38 | 6 | 44 | |
| AEROBLADEGenerative Model=Kandinsky2.1 [64], Zero-shot evaluation=true2025.12 | 29 | 38 | 60 | 43 |