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ResearchFormerly WizWand

Automatic Speech Recognition on Mean of Six Datasets (test)

5.84Plain WERTARQ
4.799211.824618.8525.8754May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TARQBackbone=Q-1.7B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.055.8425.1
AWQBackbone=Q-1.7B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.055.9126.65
GPTQBackbone=Q-1.7B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.055.9326.57
GenPTQBackbone=W-l, Quantization=mixed-precision, 4-bit average, Calibration=LS-clean2026.055.9529.18
TARQBackbone=W-l, Quantization=W4G128 weight-only, Calibration=LS-clean2026.055.9529.07
AWQBackbone=W-l, Quantization=W4G128 weight-only, Calibration=LS-clean2026.056.0430.47
GenPTQBackbone=Q-1.7B, Quantization=mixed-precision, 4-bit average, Calibration=LS-clean2026.056.0526.19
GPTQBackbone=W-l, Quantization=W4G128 weight-only, Calibration=LS-clean2026.056.0729.23
OmniQuantBackbone=Q-1.7B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.056.1125.94
OmniQuantBackbone=W-l, Quantization=W4G128 weight-only, Calibration=LS-clean2026.056.1229.39
TARQBackbone=W-m, Quantization=W4G128 weight-only, Calibration=LS-clean2026.056.4934.28
GPTQBackbone=W-m, Quantization=W4G128 weight-only, Calibration=LS-clean2026.056.5235.21
TARQBackbone=Q-0.6B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.056.5732.78
GenPTQBackbone=W-m, Quantization=mixed-precision, 4-bit average, Calibration=LS-clean2026.056.6933.49
GPTQBackbone=Q-0.6B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.056.7634.11
AWQBackbone=Q-0.6B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.056.7936.66
AWQBackbone=W-m, Quantization=W4G128 weight-only, Calibration=LS-clean2026.056.8336
TARQBackbone=V-3B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.057.1427.04
GPTQBackbone=V-3B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.057.1627.09
TARQBackbone=W-s, Quantization=W4G128 weight-only, Calibration=LS-clean2026.057.1936.03
OmniQuantBackbone=V-3B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.057.1927.75
GPTQBackbone=W-s, Quantization=W4G128 weight-only, Calibration=LS-clean2026.057.2238.87
AWQBackbone=V-3B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.057.2327.33
AWQBackbone=W-s, Quantization=W4G128 weight-only, Calibration=LS-clean2026.057.2738.95
OmniQuantBackbone=W-s, Quantization=W4G128 weight-only, Calibration=LS-clean2026.057.3339.65
GenPTQBackbone=V-3B, Quantization=mixed-precision, 4-bit average, Calibration=LS-clean2026.057.3826.96
GenPTQBackbone=W-s, Quantization=mixed-precision, 4-bit average, Calibration=LS-clean2026.057.5943.04
OmniQuantBackbone=Q-0.6B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.057.6436.73
OmniQuantBackbone=W-m, Quantization=W4G128 weight-only, Calibration=LS-clean2026.057.9537.7
GenPTQBackbone=Q-0.6B, Quantization=mixed-precision, 4-bit average, Calibration=LS-clean2026.058.7139.5
TARQBackbone=W-b, Quantization=W4G128 weight-only, Calibration=LS-clean2026.059.3143.96
GPTQBackbone=W-b, Quantization=W4G128 weight-only, Calibration=LS-clean2026.059.4847.57
OmniQuantBackbone=W-b, Quantization=W4G128 weight-only, Calibration=LS-clean2026.0510.5245.27
AWQBackbone=W-b, Quantization=W4G128 weight-only, Calibration=LS-clean2026.0510.6446.75
GenPTQBackbone=W-b, Quantization=mixed-precision, 4-bit average, Calibration=LS-clean2026.0511.4550.64
TARQBackbone=W-t, Quantization=W4G128 weight-only, Calibration=LS-clean2026.0514.0355.93
GPTQBackbone=W-t, Quantization=W4G128 weight-only, Calibration=LS-clean2026.0517.8660.04
OmniQuantBackbone=W-t, Quantization=W4G128 weight-only, Calibration=LS-clean2026.0519.0762.59
GenPTQBackbone=W-t, Quantization=mixed-precision, 4-bit average, Calibration=LS-clean2026.0521.0863.82
AWQBackbone=W-t, Quantization=W4G128 weight-only, Calibration=LS-clean2026.0531.8684.1