AI-generated image detection on INP-X (Inpainting Exchange) (test)
60.4AccuracyDNF
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DNFSetup=Pretrained2026.01 | 60.4 | 64.3 | 60.7 | 60.2 | 60.4 | |
| SYNTHBUSTERSetup=Pretrained2026.01 | 57.8 | 61.9 | 55.9 | 74.1 | 63.7 | |
| CLIP 10+Setup=Pretrained2026.01 | 56.3 | 67.3 | 80 | 16.9 | 27.9 | |
| CORVI2023Setup=Pretrained2026.01 | 55.4 | 51.9 | 95.9 | 11.4 | 20.3 | |
| UNIVFDSetup=Pretrained2026.01 | 55 | 59.2 | 73.9 | 15.4 | 25.4 | |
| SPAISetup=Pretrained2026.01 | 54.2 | 56.7 | 54.6 | 50.6 | 52.5 | |
| DEFAKESetup=Pretrained2026.01 | 53.6 | 58.9 | 57.9 | 26.2 | 36 | |
| CO-SPYSetup=Pretrained2026.01 | 53.2 | 59.4 | 61.3 | 22.4 | 32.8 | |
| CLIP 10Setup=Pretrained2026.01 | 50.9 | 60.6 | 77.8 | 2.5 | 4.8 | |
| CROSS-EFFICIENTVITSetup=Pretrained2026.01 | 50.2 | 50.8 | 51.7 | 5 | 9.2 | |
| CNNDETECTIONSetup=Pretrained2026.01 | 50.1 | 50.2 | 74.5 | 0.4 | 0.8 |