List your company
ResearchFormerly WizWand

Genomic sequence classification on Nucleotide Transformer Benchmark Human 500M (test)

0.5653MCCGERM-T
0.0142040.1572770.300350.443423May 1, 2025
Updated 6mo ago

Evaluation results

MethodLinks
GERM-TFine-Tuning Method=Full, Base Model=NT-500M-human2025.050.5653-0.48—
GERM-T#Bits=16W/16A, Quantization Method=-2025.050.5653-0.0048—
NT-500M-humanFine-Tuning Method=Full2025.050.5605——
NT-500M-human#Bits=16W/16A, Quantization Method=-2025.050.5605——
GERM#Bits=16W/16A, Quantization Method=-2025.050.55530.0052—
GERMFine-Tuning Method=Full, Base Model=NT-500M-human2025.050.55520.53—
GERM-TFine-Tuning Method=LoRA, Base Model=NT-500M-human2025.050.54891.162.9
GERMFine-Tuning Method=LoRA, Base Model=NT-500M-human2025.050.54321.732.16
GERMFine-Tuning Method=LoftQ, Base Model=NT-500M-human2025.050.54241.812.3
GERM-T#Bits=8W/8A, Quantization Method=SmoothQuant2025.050.54190.01864.14
GERMFine-Tuning Method=QLoRA, Base Model=NT-500M-human2025.050.53782.273.13
GERM#Bits=8W/8A, Quantization Method=-2025.050.53670.02383.35
GERM-TFine-Tuning Method=LoftQ, Base Model=NT-500M-human2025.050.53452.65.45
GERM#Bits=8W/8A, Quantization Method=SmoothQuant2025.050.53180.02874.23
GERM-TFine-Tuning Method=QLoRA, Base Model=NT-500M-human2025.050.52783.276.63
NT-500M-humanFine-Tuning Method=LoRA2025.050.52663.396.44
GERM-T#Bits=8W/8A, Quantization Method=OmniQuant2025.050.52460.03597.2
GERM#Bits=8W/8A, Quantization Method=OmniQuant2025.050.52450.0365.55
GERM#Bits=6W/6A, Quantization Method=SmoothQuant2025.050.52430.03625.58
NT-500M-humanFine-Tuning Method=LoftQ2025.050.51894.167.42
GERM#Bits=6W/6A, Quantization Method=OmniQuant2025.050.51560.04497.15
NT-500M-humanFine-Tuning Method=QLoRA2025.050.51464.598.19
GERM-T#Bits=6W/6A, Quantization Method=OmniQuant2025.050.51340.04719.18
NT-500M-human#Bits=8W/8A, Quantization Method=OmniQuant2025.050.47350.08715.52
GERM#Bits=4W/4A, Quantization Method=OmniQuant2025.050.46450.09616.35
GERM-T#Bits=8W/8A, Quantization Method=Outlier2025.050.45980.100718.66
GERM#Bits=8W/8A, Quantization Method=Outlier2025.050.45710.103417.68
NT-500M-human#Bits=6W/6A, Quantization Method=OmniQuant2025.050.43630.124222.16
GERM-T#Bits=6W/6A, Quantization Method=Outlier2025.050.43380.126723.26
GERM#Bits=8W/8A, Quantization Method=Outlier2025.050.41380.146725.48
GERM-T#Bits=8W/8A, Quantization Method=-2025.050.40710.153427.99
GERM-T#Bits=6W/6A, Quantization Method=SmoothQuant2025.050.38670.173831.59
NT-500M-human#Bits=8W/8A, Quantization Method=SmoothQuant2025.050.38230.178231.79
NT-500M-human#Bits=8W/8A, Quantization Method=-2025.050.34660.213938.17
NT-500M-human#Bits=8W/8A, Quantization Method=Outlier2025.050.32950.23141.21
NT-500M-human#Bits=6W/6A, Quantization Method=SmoothQuant2025.050.28670.273848.84
NT-500M-human#Bits=6W/6A, Quantization Method=Outlier2025.050.26650.29452.45
GERM#Bits=4W/4A, Quantization Method=SmoothQuant2025.050.24960.310955.05
GERM-T#Bits=4W/4A, Quantization Method=OmniQuant2025.050.23570.324858.31
GERM-T#Bits=4W/4A, Quantization Method=SmoothQuant2025.050.10570.454881.29
NT-500M-human#Bits=4W/4A, Quantization Method=OmniQuant2025.050.05340.507190.47
NT-500M-human#Bits=4W/4A, Quantization Method=SmoothQuant2025.050.03540.525193.68