Deepfake Detection on DFDC 10 (test)
96.9AccuracyLR-GCN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LR-GCNType=Video-based, mr=0.02025.12 | 96.9 | 94.2 | 98.8 | |
| LR-GCNType=Video-based, mr=0.42025.12 | 96.9 | 94 | 98.8 | |
| LR-GCNType=Video-based, mr=0.82025.12 | 96.2 | 92.5 | 97.9 | |
| F3-netType=Image-based, mr=0.02025.12 | 95.7 | 92.1 | 98.6 | |
| XceptionType=Image-based, mr=0.02025.12 | 95.3 | 91 | 98.1 | |
| COREType=Image-based, mr=0.02025.12 | 95 | 90.3 | 97.7 | |
| RECCEType=Image-based, mr=0.02025.12 | 94 | 87.2 | 97.3 | |
| DFILType=Image-based, mr=0.02025.12 | 94 | 88.1 | 95.5 | |
| DFGazeType=Video-based, mr=0.02025.12 | 91.5 | 88.1 | 96.8 | |
| TALL-SwinType=Video-based, mr=0.02025.12 | 91.1 | 81.2 | 98.4 | |
| MaskRelationType=Video-based, mr=0.02025.12 | 91 | 81.4 | 93.3 | |
| XceptionType=Image-based, mr=0.42025.12 | 90.8 | 78.8 | 86.6 | |
| COREType=Image-based, mr=0.42025.12 | 90.7 | 78.1 | 87 | |
| RECCEType=Image-based, mr=0.42025.12 | 90 | 75.2 | 86.3 | |
| UCFType=Image-based, mr=0.02025.12 | 89 | 81.5 | 93.9 | |
| DFILType=Image-based, mr=0.42025.12 | 88.6 | 72 | 81.3 | |
| TALL-SwinType=Video-based, mr=0.42025.12 | 87.2 | 75.8 | 78.6 | |
| UCFType=Image-based, mr=0.42025.12 | 87.1 | 73.3 | 81.2 | |
| MaskRelationType=Video-based, mr=0.42025.12 | 86.8 | 62.7 | 90.6 | |
| XceptionType=Image-based, mr=0.82025.12 | 86.4 | 59.8 | 64.7 | |
| F3-netType=Image-based, mr=0.42025.12 | 86.4 | 65.5 | 75.5 | |
| COREType=Image-based, mr=0.82025.12 | 86.3 | 59.5 | 65.1 | |
| RECCEType=Image-based, mr=0.82025.12 | 86.1 | 57.9 | 64.8 | |
| DFILType=Image-based, mr=0.82025.12 | 85.5 | 56.5 | 62.1 | |
| UCFType=Image-based, mr=0.82025.12 | 85.1 | 58.6 | 62 | |
| F3-netType=Image-based, mr=0.82025.12 | 85 | 53.9 | 59.5 | |
| TALL-SwinType=Video-based, mr=0.82025.12 | 84.5 | 68.8 | 65 | |
| MaskRelationType=Video-based, mr=0.82025.12 | 83.7 | 45.6 | 80.2 | |
| DFGazeType=Video-based, mr=0.42025.12 | 81.8 | 70.9 | 74.3 | |
| DFGazeType=Video-based, mr=0.82025.12 | 79.8 | 64.8 | 59.6 |