Deepfake Attribution on DF40 and FFHQ (unseen generators)
52.4FFHQ Accuracy
CLIP
Updated 18d ago
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.03 | 52.4 | 78.16 | 88 | 88.72 | 85.44 | 68.32 | 39.6 | 71.2 | 74.96 | 94.24 | 74.1 | |
2026.03 | 48 | 65.52 | 62 | 64.24 | 58.48 | 53.12 | 63.92 | 58.72 | 56.8 | 58.32 | 58.91 | |
2026.03 | 38.24 | 37.44 | 48.8 | 48 | 65.36 | 46.24 | 59.6 | 60.56 | 61.44 | 46.48 | 51.22 | |
2026.03 | 24.64 | 58.08 | 70.64 | 65.28 | 76.16 | 49.04 | 74.32 | 84.32 | 83.52 | 48.64 | 64.02 | |
2026.03 | 22.46 | 1.63 | 1.98 | 2.05 | 18.63 | 4.96 | 12.49 | 1.85 | 2.93 | 15.44 | 8.44 | |
2026.03 | 18.96 | 73.2 | 70.85 | 75.61 | 68.32 | 50.79 | 48.16 | 50.67 | 51.14 | 35.7 | 54.28 | |
2026.03 | 14.48 | 71.52 | 68.32 | 72.64 | 61.36 | 49.2 | 53.28 | 39.92 | 39.28 | 2 | 47.2 | |
2026.03 | 13.84 | 20.64 | 22.56 | 30.4 | 36.24 | 8.24 | 44.24 | 31.52 | 32.88 | 54 | 29.46 | |
2026.03 | 10.26 | 12.78 | 23.64 | 10.51 | 60.32 | 11.49 | 52.64 | 15.37 | 22.45 | 55.72 | 27.52 | |
2026.03 | 8.65 | 11.87 | 21.09 | 11.38 | 50.36 | 10.67 | 42.86 | 13.77 | 20.69 | 53.64 | 24.5 | |
2026.03 | 8.16 | 12.24 | 9.52 | 4.72 | 67.04 | 43.04 | 28.4 | 39.2 | 29.6 | 89.52 | 33.14 | |
2026.03 | 6.8 | 9.04 | 21.6 | 8.48 | 59.92 | 9.6 | 51.52 | 14.32 | 17.52 | 58.64 | 25.74 | |
2026.03 | 5.12 | 90.16 | 93.44 | 79.36 | 98.48 | 96.48 | 98.48 | 94 | 92.88 | 58.24 | 80.66 | |
2026.03 | 1.28 | 34.24 | 36.72 | 31.44 | 49.76 | 13.28 | 49.84 | 66.64 | 65.04 | 36.56 | 38.48 |