AI-generated image attribution on GenImage
83.4Rank-1 (Real)LIDA
Evaluation results
| Method | Links | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LIDAShot=10-shot, Setting=cross-architecture2026.03 | 83.4 | 50.8 | 98.5 | 97.9 | 69.3 | 40.4 | 13.1 | 30.7 | 23.6 | 36.1 | 50.3 | 46.8 | 47.2 | 48.7 | 55.3 | 54.7 | 45.7 | 58.5 | 54 | 51.6 | |
| LIDAShot=5-shot, Setting=cross-architecture2026.03 | 76.9 | 54.5 | 98.5 | 98.6 | 73.9 | 57.3 | 32.2 | 38.4 | 23.6 | 47.3 | 43.7 | 46.1 | 36.7 | 56.7 | 32.2 | 47.1 | 69.3 | 60.5 | 54.1 | 56.3 | |
| DIREShot=5-shot, Setting=cross-architecture2026.03 | 30.2 | 34.1 | 13.1 | 18.5 | 36.7 | 38.5 | 20.1 | 27.7 | 26.1 | 25.5 | 8 | 20 | 16.6 | 21.9 | 14.6 | 21.4 | 3 | 15.4 | 18.7 | 24.8 | |
| ResNetShot=5-shot, Setting=cross-architecture2026.03 | 25.1 | 27.5 | 10.1 | 20.4 | 32.2 | 25.2 | 30.7 | 32.3 | 17.6 | 22.6 | 27.6 | 33.4 | 6.5 | 19.8 | 15.6 | 24.8 | 9 | 19.5 | 19.4 | 25 | |
| DIREShot=10-shot, Setting=cross-architecture2026.03 | 22.6 | 22.9 | 11.6 | 19.2 | 0 | 70.2 | 26.6 | 27 | 22.1 | 27 | 20.6 | 29.2 | 18.1 | 21.9 | 22.6 | 23.9 | 10.6 | 17.7 | 17.2 | 28.8 | |
| LIDAShot=1-shot, Setting=cross-architecture2026.03 | 21.5 | 22.7 | 97 | 88.3 | 74.4 | 91.6 | 30.2 | 54.3 | 32.2 | 63.2 | 1.5 | 31 | 23.6 | 53.7 | 40.2 | 63.6 | 52.8 | 75.4 | 40.4 | 61.5 | |
| ESSPShot=10-shot, Setting=cross-architecture2026.03 | 17.6 | 22.1 | 13.6 | 18 | 49.7 | 29.4 | 27.1 | 27.9 | 19.6 | 22.7 | 17.6 | 22.3 | 16.6 | 21.6 | 27.1 | 25.5 | 13.1 | 17.1 | 22.4 | 23 | |
| ESSPShot=5-shot, Setting=cross-architecture2026.03 | 16.1 | 22.6 | 14.6 | 17.6 | 30.2 | 30.3 | 20.6 | 24.9 | 11.6 | 21.5 | 10.6 | 23.2 | 11.1 | 20.4 | 32.7 | 31.8 | 10.1 | 21.1 | 17.5 | 23.7 | |
| ResNetShot=10-shot, Setting=cross-architecture2026.03 | 16.1 | 19.5 | 10.6 | 15.4 | 56.3 | 30 | 27.6 | 27.7 | 12.1 | 23.6 | 22.6 | 24.2 | 17.1 | 19.8 | 20.1 | 25.4 | 10.1 | 16.2 | 21.4 | 22.4 | |
| DIREShot=1-shot, Setting=cross-architecture2026.03 | 13.1 | 38.8 | 11.6 | 26.8 | 16.1 | 28 | 14.6 | 41.7 | 13.6 | 29.3 | 15.1 | 33.9 | 7 | 28 | 34.2 | 59.8 | 4 | 26.8 | 14.3 | 34.8 | |
| ESSPShot=1-shot, Setting=cross-architecture2026.03 | 6 | 23.4 | 26.1 | 45 | 8.5 | 19.1 | 18.1 | 39.1 | 22.6 | 52.4 | 22.6 | 40.7 | 9 | 28.2 | 36.2 | 53.6 | 4 | 22.1 | 17 | 36 | |
| ResNetShot=1-shot, Setting=cross-architecture2026.03 | 2.5 | 21.5 | 19.6 | 40.6 | 35.7 | 53.2 | 46.7 | 68.8 | 28.6 | 54.3 | 9.5 | 32.7 | 2 | 17.6 | 0.5 | 18.6 | 11.1 | 30.1 | 17.4 | 37.5 |