Deepfake detection on CodecFake+ CoSG (Eval)
2.78EERDSFA
Evaluation results
| Method | Links | |
|---|---|---|
| DSFATraining Data=CoRS (DEC Balance), Model Backbone=PT-Wav2Vec2-FT, Augmentation=RawBoost+DSFA, Loss Function=CE+SupCon2026.06 | 2.78 | |
| PT-Wav2Vec2-FTTraining Data=CoRS (DEC Balance), Model Backbone=PT-Wav2Vec2-FT, Augmentation=RawBoost, Loss Function=CE+SupCon2026.06 | 3 | |
| DSFATraining Data=CoRS (DEC Balance), Model Backbone=PT-Wav2Vec2-FT, Augmentation=RawBoost+DSFA, Loss Function=CE loss2026.06 | 3 | |
| PT-Wav2Vec2-FTTraining Data=CoRS (DEC Balance), Model Backbone=PT-Wav2Vec2-FT, Augmentation=RawBoost, Loss Function=CE loss2026.06 | 3.56 | |
| PT-Wav2Vec2Training Data=None, Model Backbone=PT-Wav2Vec2, Augmentation=RawBoost, Loss Function=CE loss2026.06 | 3.95 | |
| Wav2Vec2-AASISTTraining Data=CoRS (DEC Balance), Model Backbone=Wav2Vec2-AASIST, Augmentation=RawBoost, Loss Function=CE loss2026.06 | 11.91 | |
| Wav2Vec2-AASISTTraining Data=CoRS (Top3) + ASV19, Model Backbone=Wav2Vec2-AASIST, Augmentation=RawBoost, Loss Function=CE loss2026.06 | 12.97 | |
| Wav2Vec2-AASISTTraining Data=CoRS (Top3), Model Backbone=Wav2Vec2-AASIST, Augmentation=RawBoost, Loss Function=CE loss2026.06 | 14.09 | |
| Wav2Vec2-AASISTTraining Data=CoRS (AUX Balance), Model Backbone=Wav2Vec2-AASIST, Augmentation=RawBoost, Loss Function=CE loss2026.06 | 15.02 | |
| Wav2Vec2-AASISTTraining Data=ASVspoof19, Model Backbone=Wav2Vec2-AASIST, Augmentation=RawBoost, Loss Function=CE loss2026.06 | 18.92 | |
| Wav2Vec2-AASISTTraining Data=CoRS (QUA Balance), Model Backbone=Wav2Vec2-AASIST, Augmentation=RawBoost, Loss Function=CE loss2026.06 | 21.93 |