Deepfake Detection on CodecFake+ CoSG ExtEval
21.8EERDSFA
Evaluation results
| Method | Links | |
|---|---|---|
| DSFATraining Data=CoRS (DEC Balance), Model Backbone=PT-Wav2Vec2-FT, Augmentation=RawBoost+DSFA, Loss Function=CE loss2026.06 | 21.8 | |
| PT-Wav2Vec2Training Data=None, Model Backbone=PT-Wav2Vec2, Augmentation=RawBoost, Loss Function=CE loss2026.06 | 22.19 | |
| PT-Wav2Vec2-FTTraining Data=CoRS (DEC Balance), Model Backbone=PT-Wav2Vec2-FT, Augmentation=RawBoost, Loss Function=CE loss2026.06 | 22.19 | |
| DSFATraining Data=CoRS (DEC Balance), Model Backbone=PT-Wav2Vec2-FT, Augmentation=RawBoost+DSFA, Loss Function=CE+SupCon2026.06 | 23 | |
| PT-Wav2Vec2-FTTraining Data=CoRS (DEC Balance), Model Backbone=PT-Wav2Vec2-FT, Augmentation=RawBoost, Loss Function=CE+SupCon2026.06 | 24.08 | |
| Wav2Vec2-AASISTTraining Data=CoRS (DEC Balance), Model Backbone=Wav2Vec2-AASIST, Augmentation=RawBoost, Loss Function=CE loss2026.06 | 27.07 | |
| Wav2Vec2-AASISTTraining Data=CoRS (AUX Balance), Model Backbone=Wav2Vec2-AASIST, Augmentation=RawBoost, Loss Function=CE loss2026.06 | 29.19 | |
| Wav2Vec2-AASISTTraining Data=ASVspoof19, Model Backbone=Wav2Vec2-AASIST, Augmentation=RawBoost, Loss Function=CE loss2026.06 | 32.06 | |
| Wav2Vec2-AASISTTraining Data=CoRS (Top3) + ASV19, Model Backbone=Wav2Vec2-AASIST, Augmentation=RawBoost, Loss Function=CE loss2026.06 | 34.18 | |
| Wav2Vec2-AASISTTraining Data=CoRS (QUA Balance), Model Backbone=Wav2Vec2-AASIST, Augmentation=RawBoost, Loss Function=CE loss2026.06 | 37.12 | |
| Wav2Vec2-AASISTTraining Data=CoRS (Top3), Model Backbone=Wav2Vec2-AASIST, Augmentation=RawBoost, Loss Function=CE loss2026.06 | 38.93 |