Automatic Speaker Verification on CosyFish
62.5Accuracy (ASV)COLMBO-DF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| COLMBO-DFPrompting Strategy=ShortCoT, Fine-tuning=Unfreeze2026.03 | 62.5 | 49.1 | |
| Random2026.03 | 50 | 41.4 | |
| COLMBO-DFPrompting Strategy=Zeroshot2026.03 | 49.9 | 12.7 | |
| COLMBO-DFPrompting Strategy=ShortCoT2026.03 | 49.8 | 3.6 | |
| COLMBO-DFPrompting Strategy=Zeroshot, Fine-tuning=Unfreeze2026.03 | 49.3 | 17.8 | |
| COLMBO-DFPrompting Strategy=Zeroshot, Training data mixture=w/ CosyFish2026.03 | 49.3 | 17.8 | |
| COLMBO-DFPrompting Strategy=ShortCoT, Training data mixture=w/ CosyFish2026.03 | 49.3 | 4.6 | |
| COLMBO-DFPrompting Strategy=CoT2026.03 | 46.9 | 4.2 | |
| Qwen2-Audio-Instruct2026.03 | 15.1 | 26.2 |