Deepfake Detection On Faceforensics 1
評価指標
LogLoss
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | LogLoss | Paper Title | Repository |
|---|---|---|---|
| EfficientNetB4 + EfficientNetB4ST + B4AttST | 0.3269 | Video Face Manipulation Detection Through Ensemble of CNNs | |
| EfficientNetB4 + EfficientNetB4ST + B4Att + B4AttST | - | Video Face Manipulation Detection Through Ensemble of CNNs | |
| QAD-E | - | Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning | - |
| MARLIN (ViT-B) | - | MARLIN: Masked Autoencoder for facial video Representation LearnINg | |
| MARLIN (ViT-L) | - | MARLIN: Masked Autoencoder for facial video Representation LearnINg | |
| MARLIN (ViT-S) | - | MARLIN: Masked Autoencoder for facial video Representation LearnINg |
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