Deepfake detection on DeepfakeTIMIT Dataset2 (K-Fold Cross Validation)
97.7AccuracySqN-R-DFD
Evaluation results
| Method | Links | |
|---|---|---|
| SqN-R-DFDK-Folds=62026.06 | 97.7 | |
| SqN-R-DFDK-Folds=52026.06 | 96.7 | |
| SqN-R-DFDK-Folds=42026.06 | 96.5 | |
| SqN-R-DFDK-Folds=32026.06 | 94.2 | |
| SqN-R-DFDK-Folds=22026.06 | 93.5 | |
| SqueezeNetK-Folds=62026.06 | 91 | |
| SVMK-Folds=62026.06 | 90 | |
| SqueezeNetK-Folds=52026.06 | 89.8 | |
| SVMK-Folds=52026.06 | 89.7 | |
| SqueezeNetK-Folds=42026.06 | 89.6 | |
| SqueezeNetK-Folds=32026.06 | 88.1 | |
| DCNNK-Folds=62026.06 | 87.9 | |
| DBNK-Folds=62026.06 | 86.5 | |
| SqueezeNetK-Folds=22026.06 | 85.7 | |
| DCNNK-Folds=52026.06 | 85.3 | |
| DBNK-Folds=52026.06 | 85.2 | |
| SVMK-Folds=42026.06 | 84.8 | |
| DCNNK-Folds=42026.06 | 84.6 | |
| Bi-LSTMK-Folds=62026.06 | 84.3 | |
| DBNK-Folds=42026.06 | 84.2 | |
| RNNK-Folds=62026.06 | 82.7 | |
| LinkNetK-Folds=62026.06 | 82.4 | |
| RNNK-Folds=52026.06 | 82.3 | |
| SVMK-Folds=32026.06 | 82.2 | |
| RNNK-Folds=42026.06 | 82.1 | |
| SVMK-Folds=22026.06 | 81.9 | |
| Bi-LSTMK-Folds=52026.06 | 81.1 | |
| DCNNK-Folds=32026.06 | 81.1 | |
| DBNK-Folds=32026.06 | 81.1 | |
| Bi-LSTMK-Folds=42026.06 | 80.8 | |
| LinkNetK-Folds=52026.06 | 80.2 | |
| RNNK-Folds=32026.06 | 80 | |
| LinkNetK-Folds=42026.06 | 79.8 | |
| DCNNK-Folds=22026.06 | 79.8 | |
| LinkNetK-Folds=32026.06 | 79.3 | |
| DBNK-Folds=22026.06 | 79.3 | |
| Bi-LSTMK-Folds=32026.06 | 79 | |
| LinkNetK-Folds=22026.06 | 78.7 | |
| RNNK-Folds=22026.06 | 77.1 | |
| Bi-LSTMK-Folds=22026.06 | 76.4 |