3D on FaceForensics++
Metric: AUC (higher is better)
Metric: AUC (higher is better)
| # | Model↕ | AUC▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | QAD-E | 0.956 | No | Quality-Agnostic Deepfake Detection with Intra-m... | 2023-09-12 | - |
| 2 | EfficientNetB4 + EfficientNetB4ST + B4Att + B4AttST | 0.9444 | Yes | Video Face Manipulation Detection Through Ensemb... | 2020-04-16 | Code |
| 3 | MARLIN (ViT-L) | 0.9377 | No | MARLIN: Masked Autoencoder for facial video Repr... | 2022-11-12 | Code |
| 4 | MARLIN (ViT-B) | 0.9305 | No | MARLIN: Masked Autoencoder for facial video Repr... | 2022-11-12 | Code |
| 5 | MARLIN (ViT-S) | 0.8863 | No | MARLIN: Masked Autoencoder for facial video Repr... | 2022-11-12 | Code |