AI-generated image attribution on WildFake
90.5Real Rank-1LIDA
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| LIDAShot=5-shot2026.03 | 90.5 | 80.3 | 66.3 | 86.7 | 35.2 | 38.2 | 47.2 | 48.8 | 59.8 | 63.5 | |
| LIDAShot=10-shot2026.03 | 83.9 | 81.9 | 86.4 | 87.4 | 83.9 | 54.9 | 35.7 | 44.1 | 72.5 | 67.1 | |
| LIDAShot=1-shot2026.03 | 80.4 | 88.4 | 81.4 | 90.7 | 48.7 | 62 | 18.6 | 56.2 | 57.3 | 74.3 | |
| ResNetShot=10-shot2026.03 | 53.3 | 42.1 | 80.4 | 59.1 | 23.6 | 33.4 | 27.1 | 39 | 46.1 | 43.4 | |
| DIREShot=1-shot2026.03 | 48.7 | 74.3 | 83.4 | 91.1 | 5 | 34.8 | 3.5 | 30.7 | 35.2 | 57.7 | |
| ESSPShot=10-shot2026.03 | 47.2 | 39.4 | 58.3 | 59.9 | 19.1 | 34.9 | 20.6 | 31.8 | 36.3 | 41.5 | |
| DIREShot=10-shot2026.03 | 44.2 | 46.1 | 58.8 | 47.6 | 28.6 | 36.7 | 27.6 | 36.2 | 39.8 | 41.7 | |
| ESSPShot=5-shot2026.03 | 40.2 | 44.9 | 60.3 | 63.9 | 23.6 | 41.4 | 34.2 | 40.1 | 39.6 | 47.5 | |
| DIREShot=5-shot2026.03 | 39.7 | 41.3 | 50.3 | 54.5 | 25.6 | 37 | 36.2 | 50.2 | 37.9 | 45.8 | |
| ResNetShot=5-shot2026.03 | 23.6 | 44.6 | 69.8 | 67.6 | 9.5 | 29.3 | 50.3 | 47.9 | 38.3 | 47.4 | |
| ESSPShot=1-shot2026.03 | 7 | 41 | 76.4 | 85.9 | 10.6 | 35.2 | 29.1 | 60.9 | 30.8 | 55.7 | |
| ResNetShot=1-shot2026.03 | 1.5 | 29.7 | 21.6 | 53 | 30.2 | 55.7 | 50.8 | 73.6 | 26 | 53 |