Generated Image Detection on Artistic Image Domain
98AUCCLIDE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CLIDEGenerative Model=StyleGan3 [43], Zero-shot evaluation=true2025.12 | 98 | 99 | 93 | 93 | |
| CLIDEGenerative Model=SD2.1 [66], Zero-shot evaluation=true2025.12 | 98 | 98 | 92 | 93 | |
| CLIDEGenerative Model=SDXL [59], Zero-shot evaluation=true2025.12 | 97 | 98 | 91 | 91 | |
| Manifold BiasGenerative Model=StyleGan3 [43], Zero-shot evaluation=true2025.12 | 96 | 96 | 90 | 90 | |
| CLIDEGenerative Model=All, Zero-shot evaluation=true2025.12 | 92 | 92 | 83 | 82 | |
| AEROBLADEGenerative Model=StyleGan3 [43], Zero-shot evaluation=true2025.12 | 81 | 84 | 72 | 69 | |
| CLIDEGenerative Model=AnimagineXL [48], Zero-shot evaluation=true2025.12 | 76 | 83 | 66 | 55 | |
| ZEDGenerative Model=StyleGan3 [43], Zero-shot evaluation=true2025.12 | 38 | 41 | 63 | 50 | |
| RIGIDGenerative Model=StyleGan3 [43], Zero-shot evaluation=true2025.12 | 32 | 39 | 6 | 46 |