Genome sequence classification on Genome sequence classification (test)
59.73MCCGERM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GERMAdaptation Method=Full2025.05 | 59.73 | 6.38 | — | 21.29 | 10.62 | |
| GERM-TAdaptation Method=Full2025.05 | 59.3 | 6.81 | — | 251.4 | 28.49 | |
| DNABERT-2Adaptation Method=Full2025.05 | 59.11 | 7 | — | 270.9 | 61.41 | |
| GERMAdaptation Method=LoRA2025.05 | 57.27 | 8.84 | 4.12 | — | 19.41 | |
| GERM-TAdaptation Method=LoRA2025.05 | 55.6 | 10.51 | 6.23 | — | 140.86 | |
| GERMAdaptation Method=QLoRA2025.05 | 53.16 | 12.95 | 10.99 | 34.29 | 27.27 | |
| GERMAdaptation Method=LoftQ2025.05 | 53.11 | 13 | 11.08 | 33.02 | 27.41 | |
| GERM-TAdaptation Method=LoftQ2025.05 | 51.2 | 14.91 | 13.65 | 286.16 | 53.35 | |
| GERM-TAdaptation Method=QLoRA2025.05 | 51.05 | 15.06 | 13.9 | 287.95 | 53.92 | |
| DNABERT-2Adaptation Method=LoRA2025.05 | 50.91 | 15.2 | 13.87 | — | 219.2 | |
| DNABERT-2Adaptation Method=LoftQ2025.05 | 50.76 | 15.31 | 14.05 | 299.18 | 54.18 | |
| DNABERT-2Adaptation Method=QLoRA2025.05 | 50.65 | 15.46 | 14.31 | 292.85 | 53.91 |