Genomic Classification on GERM
66.11MCCOfficial DNABERT-2
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Official DNABERT-2#Bits=16W/16A, Quantization Method=-2025.05 | 66.11 | — | — | 39.68 | 53.61 | |
| GERM#Bits=16W/16A, Quantization Method=-2025.05 | 59.73 | 6.38 | — | 21.29 | 10.62 | |
| GERM-T#Bits=16W/16A, Quantization Method=-2025.05 | 59.3 | 6.81 | — | 251.4 | 28.49 | |
| DNABERT-2#Bits=16W/16A, Quantization Method=-2025.05 | 59.11 | 7 | — | 270.9 | 61.64 | |
| GERM-T#Bits=8W/8A, Quantization Method=SmoothQuant2025.05 | 57.52 | 8.59 | 3.01 | 251.4 | 28.49 | |
| GERM#Bits=8W/8A, Quantization Method=-2025.05 | 57.3 | 8.81 | 3.77 | 21.29 | 10.62 | |
| GERM-T#Bits=8W/8A, Quantization Method=OmniQuant2025.05 | 56.8 | 9.31 | 4.21 | 251.4 | 28.49 | |
| GERM#Bits=8W/8A, Quantization Method=SmoothQuant2025.05 | 56.65 | 9.46 | 4.82 | 21.29 | 10.62 | |
| GERM#Bits=6W/6A, Quantization Method=SmoothQuant2025.05 | 56.48 | 9.63 | 5.45 | 21.29 | 10.62 | |
| GERM#Bits=8W/8A, Quantization Method=OmniQuant2025.05 | 55.99 | 10.12 | 5.95 | 21.29 | 10.62 | |
| GERM#Bits=6W/6A, Quantization Method=OmniQuant2025.05 | 55.7 | 10.41 | 6.41 | 21.29 | 10.62 | |
| GERM-T#Bits=6W/6A, Quantization Method=OmniQuant2025.05 | 55.41 | 10.71 | 6.57 | 251.4 | 28.49 | |
| DNABERT-2#Bits=8W/8A, Quantization Method=OmniQuant2025.05 | 49.92 | 16.19 | 15.76 | 270.9 | 61.64 | |
| GERM#Bits=4W/4A, Quantization Method=OmniQuant2025.05 | 49.42 | 16.69 | 17.17 | 21.29 | 10.62 | |
| DNABERT-2#Bits=6W/6A, Quantization Method=OmniQuant2025.05 | 48.47 | 17.64 | 18.61 | 270.9 | 61.64 | |
| GERM-T#Bits=6W/6A, Quantization Method=Outlier2025.05 | 46.02 | 20.06 | 22.34 | 251.4 | 28.49 | |
| GERM#Bits=8W/8A, Quantization Method=Outlier2025.05 | 45.87 | 20.24 | 25.23 | 21.29 | 10.62 | |
| GERM-T#Bits=8W/8A, Quantization Method=Outlier2025.05 | 42.57 | 23.54 | 28.31 | 251.4 | 28.49 | |
| GERM#Bits=6W/6A, Quantization Method=Outlier2025.05 | 40.57 | 25.54 | 36.27 | 21.29 | 10.62 | |
| GERM-T#Bits=8W/8A, Quantization Method=-2025.05 | 38.38 | 27.73 | 35.27 | 251.4 | 28.49 | |
| DNABERT-2#Bits=8W/8A, Quantization Method=SmoothQuant2025.05 | 36.51 | 45.37 | 38.63 | 270.9 | 61.64 | |
| DNABERT-2#Bits=8W/8A, Quantization Method=-2025.05 | 33.6 | 32.51 | 43.81 | 270.9 | 61.64 | |
| GERM-T#Bits=6W/6A, Quantization Method=SmoothQuant2025.05 | 30.34 | 35.77 | 48.83 | 251.4 | 28.49 | |
| DNABERT-2#Bits=6W/6A, Quantization Method=Outlier2025.05 | 27.84 | 38.27 | 52.71 | 270.9 | 61.64 | |
| DNABERT-2#Bits=8W/8A, Quantization Method=Outlier2025.05 | 25.26 | 40.85 | 57.6 | 270.9 | 61.64 | |
| DNABERT-2#Bits=6W/6A, Quantization Method=SmoothQuant2025.05 | 20.74 | 45.37 | 66.18 | 270.9 | 61.64 | |
| GERM#Bits=4W/4A, Quantization Method=SmoothQuant2025.05 | 20.05 | 46.06 | 69.44 | 21.29 | 10.62 | |
| GERM-T#Bits=4W/4A, Quantization Method=OmniQuant2025.05 | 3.86 | 62.25 | 93.49 | 251.4 | 28.49 | |
| DNABERT-2#Bits=4W/4A, Quantization Method=OmniQuant2025.05 | 2.94 | 63.17 | 94.78 | 270.9 | 61.64 | |
| GERM-T#Bits=4W/4A, Quantization Method=SmoothQuant2025.05 | 0.22 | 65.89 | 99.63 | 251.4 | 28.49 | |
| DNABERT-2#Bits=4W/4A, Quantization Method=SmoothQuant2025.05 | -1.03 | 67.06 | 101.24 | 270.9 | 61.64 |