Deepfake Detection on Celeb-DF (CDF) (intra-dataset)
99.94AUCMulti-Att
Evaluation Results
| Method | Links | |
|---|---|---|
| Multi-Att2026.01 | 99.94 | |
| RECCE2026.01 | 99.94 | |
| Ours†Backbone=Swin Transformer, Components=SwinTransformer, BERT, blood detection2026.01 | 99.88 | |
| EfficientNet-B4Backbone=EfficientNet-B42026.01 | 99.81 | |
| Xception2026.01 | 99.73 | |
| Ours*Backbone=EfficientNet-B4, Components=EfficientNet-B4, BERT, blood detection2026.01 | 99.38 | |
| SBIsBackbone=Swin Transformer2026.01 | 95.68 | |
| SBIsBackbone=EfficientNet-B42026.01 | 93.74 |