Artifact Detection on OpenMMSec
95.9Deepfake EFS
SICA
Updated 4d ago
Evaluation Results
| Method | Links | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.02 | 95.9 | 87.1 | 91.5 | 92.5 | 91.8 | 99.2 | 98.6 | 95.5 | 100 | 97.1 | 77.3 | 94.6 | 90.7 | 86.4 | 88.6 | 62.9 | 87.6 | 75.3 | 87.5 | |
2026.02 | 95.5 | 82.1 | 92.4 | 92.2 | 90.5 | 97 | 97.9 | 77.3 | 99.7 | 91.2 | 34.9 | 83 | 89.4 | 70.8 | 80.1 | 27.1 | 97.5 | 62.3 | 79 | |
2026.02 | 94.7 | 96.4 | 87.3 | 91.3 | 92.4 | 95.9 | 79.3 | 88.2 | 99.3 | 76.8 | 88.7 | 88 | 89 | 91 | 90 | 48.3 | 83.6 | 66 | 84.1 | |
2026.02 | 94.1 | 93.3 | 87.9 | 91.6 | 91.7 | 87.1 | 67.3 | 48.4 | 91 | 30.5 | 48 | 62 | 85.8 | 78.7 | 82.2 | 16.8 | 96.2 | 56.5 | 73.1 | |
2026.02 | 91.6 | 85.2 | 86.2 | 77.3 | 85.1 | 93.6 | 91.5 | 85.7 | 99.9 | 93.6 | 80.1 | 90.7 | 92.3 | 80.7 | 86.5 | 61.4 | 85.6 | 73.5 | 84 | |
2026.02 | 91.3 | 89.4 | 86.5 | 86.6 | 88.4 | 96.3 | 94.5 | 94.7 | 96.7 | 94.8 | 86.9 | 94 | 85.4 | 85.1 | 85.3 | 69.2 | 78.4 | 73.8 | 85.4 | |
2026.02 | 89.7 | 63.8 | 86 | 70.7 | 77.5 | 80.9 | 87.4 | 46.1 | 97 | 79.1 | 33.4 | 70.6 | 90.1 | 56.9 | 73.5 | 23.3 | 97.1 | 60.2 | 70.5 | |
2026.02 | 89.5 | 80.5 | 89.8 | 81.9 | 85.4 | 91.8 | 88 | 84.6 | 99.8 | 91.8 | 77.1 | 88.9 | 89.7 | 78.5 | 84.1 | 59.5 | 87.9 | 73.7 | 83 | |
2026.02 | 88.9 | 73.5 | 84.6 | 83.9 | 82.7 | 87.6 | 92.4 | 68.7 | 62.7 | 82.8 | 27.6 | 70.3 | 77.7 | 59.3 | 68.5 | 28.8 | 86 | 57.4 | 69.7 | |
2026.02 | 88.5 | 94.2 | 69.8 | 73.7 | 81.6 | 91.5 | 69.7 | 78.3 | 98.8 | 66.7 | 87.1 | 82 | 68.2 | 84.6 | 76.4 | 33 | 79.2 | 56.1 | 74 | |
2026.02 | 87.7 | 88.2 | 68.9 | 72.1 | 79.2 | 75.3 | 60.3 | 25.9 | 83.8 | 24.3 | 58.7 | 54.7 | 54.8 | 68.5 | 61.6 | 12.9 | 94.5 | 53.7 | 62.3 | |
2026.02 | 87.1 | 87.2 | 80.7 | 85 | 85 | 86.6 | 71.3 | 84.6 | 86.3 | 78.8 | 83.9 | 81.9 | 81.7 | 85.7 | 83.7 | 61.1 | 78.1 | 69.6 | 80.1 | |
2026.02 | 87 | 60.4 | 88.7 | 76.5 | 78.2 | 75.1 | 83.2 | 40.3 | 95.4 | 76.8 | 33.4 | 67.4 | 87.4 | 52.9 | 70.1 | 22.4 | 97.6 | 60 | 68.9 | |
2026.02 | 84.7 | 84.4 | 90 | 80.3 | 84.9 | 92.5 | 87 | 84.3 | 99.9 | 92.2 | 75 | 88.5 | 89.5 | 75.3 | 82.4 | 59.5 | 84.3 | 71.9 | 81.9 | |
2026.02 | 84.4 | 73.6 | 78.3 | 83.2 | 79.9 | 65 | 54.7 | 41.7 | 28.8 | 33.9 | 52 | 46 | 74.5 | 71 | 72.8 | 18.8 | 86.1 | 52.4 | 62.8 | |
2026.02 | 83.8 | 80.5 | 83.5 | 75.1 | 80.7 | 87.4 | 80.9 | 87.1 | 89.7 | 87.8 | 82.3 | 85.9 | 83.2 | 80.3 | 81.7 | 66.8 | 80.1 | 73.4 | 80.4 | |
2026.02 | 83.6 | 80.5 | 80.6 | 71.5 | 79 | 86.9 | 83.8 | 85.8 | 87.6 | 86.8 | 81.3 | 85.4 | 85 | 80.8 | 82.9 | 66.9 | 77.1 | 72 | 79.8 | |
2026.02 | 83.2 | 66.9 | 89.5 | 74.6 | 78.5 | 75.8 | 82 | 33.1 | 96.9 | 79.4 | 29.7 | 66.2 | 87.7 | 52.4 | 70 | 23.1 | 96.8 | 60 | 68.7 | |
2026.02 | 83 | 72.7 | 87.1 | 78.8 | 80.4 | 88.2 | 80.1 | 78.3 | 99.6 | 87.5 | 82.5 | 86 | 87.6 | 76 | 81.8 | 58.9 | 88.5 | 73.7 | 80.5 | |
2026.02 | 81.8 | 66.9 | 85.7 | 74.9 | 77.3 | 95.4 | 90.4 | 88.8 | 100 | 93.1 | 76.8 | 90.8 | 87.8 | 70.8 | 79.3 | 56.9 | 89.2 | 73.1 | 80.1 | |
2026.02 | 80.9 | 62.3 | 85.1 | 71.4 | 74.9 | 92.4 | 88.8 | 85.5 | 98.9 | 94.1 | 70.2 | 88.3 | 84.4 | 68 | 76.2 | 52.2 | 85.7 | 69 | 77.1 | |
2026.02 | 80.5 | 84 | 83.9 | 72.4 | 80.2 | 89 | 79.8 | 87.9 | 92 | 89.6 | 83.4 | 87 | 83.6 | 80.2 | 81.9 | 65 | 75.3 | 70.1 | 79.8 | |
2026.02 | 80.1 | 58.1 | 78.9 | 63.9 | 70.2 | 63.6 | 78.1 | 43.5 | 31.1 | 65.1 | 34.6 | 52.7 | 78.8 | 51 | 64.9 | 27.9 | 85.2 | 56.5 | 61.1 | |
2026.02 | 79.4 | 52.9 | 81.9 | 68.4 | 70.7 | 61.5 | 72 | 42.1 | 35.2 | 65.2 | 31.7 | 51.3 | 75 | 46.3 | 60.7 | 26.8 | 87.3 | 57.1 | 59.9 | |
2026.02 | 79.4 | 45.8 | 86.1 | 65.3 | 69.2 | 78.5 | 85.9 | 47.1 | 92.4 | 81.9 | 25.6 | 68.6 | 81.7 | 40.6 | 61.1 | 19.2 | 97.2 | 58.2 | 64.3 | |
2026.02 | 78.6 | 65.1 | 83.1 | 69.8 | 74.2 | 88 | 84.8 | 77.1 | 99.2 | 88.8 | 81 | 86.5 | 90.7 | 78.2 | 84.5 | 51.8 | 90.5 | 71.2 | 79.1 | |
2026.02 | 78 | 58.6 | 75.3 | 68.4 | 70.1 | 86 | 70.6 | 71 | 97.7 | 70.8 | 79.3 | 79.2 | 88.9 | 75.4 | 82.2 | 53.6 | 86.5 | 70.1 | 75.4 | |
2026.02 | 77.9 | 49.8 | 82.1 | 65.8 | 68.9 | 84.6 | 86.6 | 46.2 | 99.9 | 81 | 30.8 | 71.5 | 86.6 | 46.7 | 66.6 | 20.7 | 97.9 | 59.3 | 66.6 | |
2026.02 | 77.4 | 78.2 | 80.4 | 68 | 76 | 92.2 | 82 | 91 | 95.1 | 91.7 | 85.4 | 89.6 | 83.5 | 79.3 | 81.4 | 66.6 | 81.2 | 73.9 | 80.2 | |
2026.02 | 76.7 | 72.6 | 79.9 | 73.4 | 75.7 | 83 | 73.8 | 82.1 | 85.5 | 83.3 | 81 | 81.4 | 81.2 | 78.7 | 79.9 | 63.6 | 81.8 | 72.7 | 77.4 | |
2026.02 | 76.2 | 51.5 | 87.2 | 76.3 | 72.8 | 95.9 | 92.9 | 94.9 | 100 | 93.3 | 74.8 | 92 | 93.3 | 80.2 | 86.8 | 56.1 | 84.7 | 70.4 | 80.5 | |
2026.02 | 76.1 | 53.2 | 85 | 69.3 | 70.9 | 68.5 | 72.3 | 21.1 | 92.8 | 69.6 | 42.2 | 61.1 | 84.1 | 47.8 | 65.9 | 21.6 | 97.8 | 59.7 | 64.4 | |
2026.02 | 76 | 78.8 | 85 | 71.1 | 77.7 | 87.7 | 77.3 | 72.2 | 99.9 | 82.3 | 81.8 | 83.5 | 88.8 | 75.6 | 82.2 | 52.7 | 87.7 | 70.2 | 78.4 | |
2026.02 | 75.1 | 71.3 | 77 | 65.5 | 72.2 | 84.7 | 80.8 | 84.2 | 86.2 | 85.7 | 78.5 | 83.3 | 77.8 | 74.2 | 76 | 61.9 | 78 | 70 | 75.4 | |
2026.02 | 74 | 43.9 | 85.7 | 69.2 | 68.2 | 86.8 | 94.1 | 69.8 | 99.9 | 91.4 | 42.4 | 80.7 | 91.2 | 57.1 | 74.2 | 19.8 | 97 | 58.4 | 70.4 | |
2026.02 | 73.7 | 72.7 | 77.1 | 65.4 | 72.2 | 83.7 | 77.9 | 83 | 86 | 84 | 80.3 | 82.5 | 82.7 | 78.3 | 80.5 | 58.1 | 86.6 | 72.3 | 76.9 | |
2026.02 | 73.7 | 75.5 | 81.2 | 69.5 | 75 | 93.6 | 89.2 | 93.9 | 96.1 | 94.5 | 86.8 | 92.4 | 84.7 | 80.6 | 82.6 | 64.8 | 75.3 | 70 | 80 | |
2026.02 | 72.9 | 36.3 | 78.3 | 58.8 | 61.6 | 66.8 | 77.2 | 25.9 | 70.7 | 69.4 | 32.8 | 57.1 | 86.7 | 47.9 | 67.3 | 17.2 | 98 | 57.6 | 60.9 | |
2026.02 | 72.8 | 59.9 | 81.9 | 62.1 | 69.1 | 64 | 68.7 | 36.5 | 41.1 | 68.5 | 27.7 | 51.1 | 75.8 | 46 | 60.9 | 27.7 | 83.9 | 55.8 | 59.2 | |
2026.02 | 72.4 | 45.5 | 79.7 | 70 | 66.9 | 53.1 | 60.9 | 29.5 | 27.7 | 56.2 | 41.4 | 44.8 | 72.4 | 44.7 | 58.6 | 26.6 | 88.6 | 57.6 | 57 | |
2026.02 | 72.4 | 41.5 | 67.7 | 56.9 | 59.6 | 65.6 | 52.5 | 15.1 | 84.1 | 25.8 | 29.6 | 45.5 | 83.6 | 41.8 | 62.7 | 18.3 | 97.3 | 57.8 | 56.4 | |
2026.02 | 71.3 | 65.4 | 70 | 64.7 | 67.8 | 77.4 | 65.2 | 75.7 | 78.5 | 72.7 | 75.5 | 74.2 | 80.3 | 74.2 | 77.3 | 61.9 | 81.5 | 71.7 | 72.7 | |
2026.02 | 68.9 | 54.1 | 51 | 55.4 | 57.4 | 83.2 | 71.2 | 70.2 | 94.2 | 67.9 | 74.4 | 76.9 | 59.6 | 55.2 | 57.4 | 62.1 | 66.5 | 64.3 | 64 | |
2026.02 | 68.6 | 34.8 | 75.4 | 55.8 | 58.6 | 58.6 | 73.2 | 38.1 | 28.2 | 62.9 | 23.3 | 47.4 | 67.3 | 32.5 | 49.9 | 25.7 | 86 | 55.9 | 53 | |
2026.02 | 68.3 | 57.4 | 78.4 | 59.7 | 65.9 | 70.4 | 63.9 | 16.9 | 98 | 50.1 | 37.5 | 56.1 | 84.9 | 47.9 | 66.4 | 17.8 | 97.6 | 57.7 | 61.5 | |
2026.02 | 67.7 | 52.4 | 72.9 | 62.2 | 63.8 | 82.2 | 65.3 | 65.4 | 90.1 | 61.9 | 78.8 | 74 | 85.7 | 71.3 | 78.5 | 39.6 | 86.1 | 62.9 | 69.8 | |
2026.02 | 67.4 | 53.7 | 81 | 68.1 | 67.6 | 86.3 | 74.4 | 74.9 | 96.7 | 77.7 | 81.9 | 82 | 79.3 | 55.9 | 67.6 | 58.8 | 89.1 | 74 | 72.8 | |
2026.02 | 67.4 | 37.9 | 77.1 | 53.8 | 59.1 | 72.5 | 71.3 | 44.4 | 53.2 | 71.9 | 24.5 | 56.3 | 74.3 | 34.1 | 54.2 | 25.2 | 88.1 | 56.7 | 56.6 | |
2026.02 | 66.6 | 64.9 | 74.6 | 66 | 68 | 83.3 | 70.6 | 81.8 | 86.1 | 81.5 | 80.9 | 80.7 | 81.5 | 78.9 | 80.2 | 68.9 | 78.5 | 73.7 | 75.7 | |
2026.02 | 66.5 | 33.2 | 68.4 | 59.1 | 56.8 | 47.4 | 48.2 | 24.5 | 20.1 | 31.5 | 37.5 | 34.9 | 75 | 46.6 | 60.8 | 20.9 | 88.5 | 54.7 | 51.8 | |
2026.02 | 66 | 39.3 | 75.2 | 55.1 | 58.9 | 54.5 | 68.6 | 33 | 28.5 | 58.1 | 35.6 | 46.4 | 74.7 | 40.8 | 57.7 | 18.7 | 91.9 | 55.3 | 54.6 | |
2026.02 | 64 | 63.5 | 73.1 | 63.7 | 66.1 | 81.6 | 68.7 | 80.2 | 84.1 | 79.2 | 80.4 | 79 | 71.9 | 63.8 | 67.9 | 64.4 | 83.4 | 73.9 | 71.7 | |
2026.02 | 63.6 | 37.2 | 50.5 | 50.1 | 50.3 | 63.5 | 60.1 | 17.8 | 69.6 | 31.9 | 35.1 | 46.3 | 47.4 | 27.1 | 37.3 | 22.6 | 93.3 | 57.9 | 48 | |
2026.02 | 63.5 | 40.7 | 65.6 | 64.9 | 58.7 | 58.2 | 48.8 | 29.8 | 26.8 | 29.6 | 51.1 | 40.7 | 51.5 | 59.5 | 55.5 | 18.9 | 92.2 | 55.5 | 52.6 | |
2026.02 | 63.4 | 58.7 | 66.5 | 59.6 | 62 | 79.2 | 63.1 | 77.5 | 81.3 | 73.2 | 77.8 | 75.4 | 79.2 | 75.3 | 77.2 | 59.8 | 84.8 | 72.3 | 71.7 | |
2026.02 | 63.3 | 45.7 | 76.6 | 64.8 | 62.6 | 52.6 | 53.3 | 24 | 28.6 | 47.8 | 38.6 | 40.8 | 72.1 | 41.9 | 57 | 11.7 | 86 | 48.9 | 52.3 | |
2026.02 | 62.5 | 35.5 | 79.2 | 59 | 59.1 | 77.2 | 84.3 | 64.4 | 58.7 | 82.3 | 30.9 | 66.3 | 75.4 | 32.7 | 54 | 24 | 83.8 | 53.9 | 58.3 | |
2026.02 | 61.1 | 41 | 68.2 | 52.6 | 55.7 | 55.8 | 48.8 | 12.2 | 28.9 | 19.6 | 31.7 | 32.8 | 81 | 39 | 60 | 14.2 | 96.6 | 55.4 | 51 | |
2026.02 | 59.7 | 32.5 | 77.3 | 58.7 | 57 | 63.2 | 60.6 | 15.4 | 79.1 | 39.6 | 36.6 | 49.1 | 72 | 26.9 | 49.5 | 21.8 | 97.9 | 59.8 | 53.9 | |
2026.02 | 59 | 50.8 | 50.7 | 53.7 | 53.5 | 90.4 | 66.1 | 90.8 | 97.1 | 85.3 | 87.8 | 86.3 | 63.1 | 77.1 | 70.1 | 78.6 | 52.8 | 65.7 | 68.9 | |
2026.02 | 58.7 | 52.8 | 59.2 | 59.2 | 57.5 | 73.7 | 63.2 | 63.1 | 84.3 | 61.8 | 67.7 | 69 | 52.5 | 50.6 | 51.2 | 46.7 | 72.5 | 59.6 | 59.4 | |
2026.02 | 57.9 | 29 | 49.1 | 52.5 | 47.1 | 55.8 | 21.4 | 14.9 | 59.5 | 20.9 | 27.2 | 33.3 | 6.4 | 3.5 | 4.9 | 7.3 | 61.8 | 34.5 | 30 | |
2026.02 | 57.5 | 26.5 | 66.1 | 54.5 | 51.1 | 46.7 | 39.5 | 19.7 | 19.8 | 22.5 | 38.1 | 31 | 69.9 | 36.6 | 53.2 | 12.6 | 90.7 | 51.7 | 46.8 | |
2026.02 | 57 | 44.8 | 57.6 | 57.4 | 54.2 | 84.1 | 68.3 | 81.7 | 84.9 | 76.9 | 82.9 | 79.8 | 65.7 | 76.2 | 70.9 | 39 | 86.3 | 62.7 | 66.9 | |
2026.02 | 56.4 | 31.6 | 63.4 | 60.8 | 53.1 | 35.7 | 47.3 | 17.7 | 12.8 | 27.7 | 29.2 | 28.4 | 44.8 | 31.5 | 38.2 | 24.9 | 85.7 | 55.3 | 43.7 | |
2026.02 | 55.4 | 31.4 | 73.1 | 58.6 | 54.6 | 49.9 | 50.7 | 23.5 | 24.8 | 42.5 | 42 | 38.9 | 66 | 31.7 | 48.8 | 25.7 | 89.8 | 57.7 | 50 | |
2026.02 | 46 | 21.2 | 53.6 | 52.1 | 43.2 | 24.2 | 43.3 | 10.4 | 8.6 | 17.5 | 17.2 | 20.2 | 39.1 | 22.9 | 31 | 15.8 | 92.8 | 54.3 | 37.2 | |
2026.02 | 45 | 29 | 50.8 | 48.5 | 43.3 | 65.2 | 58.9 | 63.1 | 65.1 | 62.1 | 63.7 | 63 | 51.7 | 51.1 | 51.4 | 47 | 76.8 | 61.9 | 54.9 |