AI-generated image attribution on GenImage cross-generator setting (test)
89.4Rank-1 (Real)LIDA
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| LIDAShot=10-shot2026.03 | 89.4 | 80.4 | 99 | 98.8 | 94 | 63.6 | 72.4 | 56.2 | 88.7 | 74.7 | |
| LIDAShot=1-shot2026.03 | 88.4 | 93 | 96 | 97.9 | 74.9 | 87.4 | 50.8 | 72.6 | 77.5 | 87.7 | |
| LIDAShot=5-shot2026.03 | 79.4 | 81.2 | 98 | 99.1 | 84.9 | 78.2 | 81.9 | 63.9 | 86.1 | 80.6 | |
| ESSPShot=1-shot2026.03 | 54.8 | 74.5 | 51.3 | 71.2 | 31.7 | 62 | 5.5 | 32.4 | 35.8 | 60 | |
| ResNetShot=10-shot2026.03 | 48.7 | 47.5 | 43.2 | 41.6 | 66.8 | 51 | 18.1 | 34.6 | 44.2 | 43.7 | |
| ResNetShot=1-shot2026.03 | 44.7 | 71.3 | 6 | 34.5 | 79.9 | 89 | 19.1 | 46.9 | 37.4 | 60.4 | |
| DIREShot=5-shot2026.03 | 36.2 | 46.3 | 44.7 | 55.5 | 53.3 | 53 | 35.2 | 46.3 | 42.3 | 50.3 | |
| DIREShot=10-shot2026.03 | 35.7 | 47.9 | 32.2 | 35.4 | 65.3 | 55.1 | 22.6 | 31.2 | 38.9 | 42.4 | |
| ESSPShot=10-shot2026.03 | 34.7 | 38.8 | 32.2 | 40.7 | 76.9 | 58.8 | 28.1 | 36.4 | 43 | 43.7 | |
| DIREShot=1-shot2026.03 | 27.6 | 55.5 | 18.1 | 48.1 | 26.1 | 49 | 55.3 | 77.2 | 31.8 | 57.5 | |
| ResNetShot=5-shot2026.03 | 27.1 | 40.9 | 25.6 | 37 | 68.3 | 48.8 | 36.7 | 50.3 | 39.4 | 44.3 | |
| ESSPShot=5-shot2026.03 | 24.1 | 35.6 | 51.3 | 51 | 49.2 | 45 | 39.7 | 57.1 | 41.1 | 47.2 |