Automatic Speaker Verification on ASVSpoof
75.1Accuracy (ASV)COLMBO-DF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| COLMBO-DFPrompting Strategy=ShortCoT, Fine-tuning=Unfreeze2026.03 | 75.1 | 66.3 | |
| COLMBO-DFPrompting Strategy=ShortCoT, Training data mixture=w/ CosyFish2026.03 | 65.6 | 12.5 | |
| COLMBO-DFPrompting Strategy=CoT2026.03 | 59.2 | 41.4 | |
| COLMBO-DFPrompting Strategy=Zeroshot2026.03 | 54.5 | 37.2 | |
| COLMBO-DFPrompting Strategy=Zeroshot, Fine-tuning=Unfreeze2026.03 | 52.9 | 30.2 | |
| COLMBO-DFPrompting Strategy=Zeroshot, Training data mixture=w/ CosyFish2026.03 | 52.9 | 30.2 | |
| COLMBO-DFPrompting Strategy=ShortCoT2026.03 | 52 | 15.2 | |
| Random2026.03 | 50 | 50 | |
| Qwen2-Audio-Instruct2026.03 | 11.8 | 21.1 |