AI-generated image detection on WildFake (test)
90.7VQVLIDA
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LIDAShot=10-shot2026.03 | 90.7 | 85.2 | 89.9 | 91.2 | 90.2 | 89.9 | 90.7 | 91.7 | 89.4 | 87.2 | 89.6 | |
| LIDAShot=5-shot2026.03 | 85.4 | 82.2 | 84.9 | 84.7 | 85.2 | 84.7 | 85.9 | 85.7 | 86.4 | 83.7 | 84.9 | |
| LIDAShot=1-shot2026.03 | 84.4 | 70.4 | 85.2 | 85.2 | 83.9 | 85.9 | 85.2 | 83.9 | 84.7 | 66.8 | 81.6 | |
| ResNetShot=10-shot2026.03 | 59.5 | 43.2 | 57.3 | 56.8 | 58.8 | 60.8 | 61.3 | 53 | 54.5 | 58 | 56.3 | |
| DIREShot=10-shot2026.03 | 59.3 | 51.8 | 54.5 | 52.5 | 57.3 | 58 | 58.5 | 56.3 | 59.8 | 50.8 | 55.9 | |
| ResNetShot=1-shot2026.03 | 55.5 | 39.4 | 53.8 | 53 | 56.3 | 52.3 | 54 | 36.7 | 57 | 46.7 | 50.5 | |
| ESSPShot=10-shot2026.03 | 54.8 | 50.5 | 52.3 | 58 | 57.9 | 57.2 | 56.2 | 50.8 | 55 | 51.5 | 54.4 | |
| ESSPShot=5-shot2026.03 | 53 | 49.7 | 52.7 | 53.8 | 56.8 | 53.5 | 56.3 | 52.5 | 56 | 50 | 53.4 | |
| DIREShot=5-shot2026.03 | 52.5 | 48.7 | 53.2 | 48.7 | 52.7 | 51.5 | 52 | 52.7 | 53 | 51 | 51.6 | |
| ESSPShot=1-shot2026.03 | 52.3 | 55.3 | 46.2 | 51.3 | 54.8 | 54.3 | 48.9 | 46.2 | 60.3 | 38.9 | 50.8 | |
| ResNetShot=5-shot2026.03 | 51.5 | 52.5 | 50.5 | 49 | 49 | 52 | 54.8 | 51.8 | 55.3 | 48.7 | 51.5 | |
| DIREShot=1-shot2026.03 | 51.3 | 49 | 48 | 43.9 | 42.7 | 50.3 | 51.5 | 51 | 51.5 | 51 | 49.2 |