Audio Deepfake Detection on CosyFish
95.1Accuracy (add)COLMBO-DF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| COLMBO-DFPrompting Strategy=ShortCoT, Training data mixture=w/ CosyFish2026.03 | 95.1 | 95 | |
| COLMBO-DFPrompting Strategy=Zeroshot, Fine-tuning=Unfreeze2026.03 | 76.4 | 69.8 | |
| COLMBO-DFPrompting Strategy=Zeroshot, Training data mixture=w/ CosyFish2026.03 | 76.4 | 69.8 | |
| COLMBO-DFPrompting Strategy=Zeroshot2026.03 | 51.7 | 62.2 | |
| Random2026.03 | 50 | 50 | |
| COLMBO-DFPrompting Strategy=CoT2026.03 | 50 | 63.41 | |
| COLMBO-DFPrompting Strategy=ShortCoT, Fine-tuning=Unfreeze2026.03 | 48.3 | 64.1 | |
| COLMBO-DFPrompting Strategy=ShortCoT2026.03 | 47.4 | 64 | |
| Qwen2-Audio-Instruct2026.03 | 2.3 | 0 |