Automatic Speech Recognition on Mean of Six Datasets (test)
5.84Plain WERTARQ
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TARQBackbone=Q-1.7B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 5.84 | 25.1 | |
| AWQBackbone=Q-1.7B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 5.91 | 26.65 | |
| GPTQBackbone=Q-1.7B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 5.93 | 26.57 | |
| GenPTQBackbone=W-l, Quantization=mixed-precision, 4-bit average, Calibration=LS-clean2026.05 | 5.95 | 29.18 | |
| TARQBackbone=W-l, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 5.95 | 29.07 | |
| AWQBackbone=W-l, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 6.04 | 30.47 | |
| GenPTQBackbone=Q-1.7B, Quantization=mixed-precision, 4-bit average, Calibration=LS-clean2026.05 | 6.05 | 26.19 | |
| GPTQBackbone=W-l, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 6.07 | 29.23 | |
| OmniQuantBackbone=Q-1.7B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 6.11 | 25.94 | |
| OmniQuantBackbone=W-l, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 6.12 | 29.39 | |
| TARQBackbone=W-m, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 6.49 | 34.28 | |
| GPTQBackbone=W-m, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 6.52 | 35.21 | |
| TARQBackbone=Q-0.6B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 6.57 | 32.78 | |
| GenPTQBackbone=W-m, Quantization=mixed-precision, 4-bit average, Calibration=LS-clean2026.05 | 6.69 | 33.49 | |
| GPTQBackbone=Q-0.6B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 6.76 | 34.11 | |
| AWQBackbone=Q-0.6B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 6.79 | 36.66 | |
| AWQBackbone=W-m, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 6.83 | 36 | |
| TARQBackbone=V-3B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 7.14 | 27.04 | |
| GPTQBackbone=V-3B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 7.16 | 27.09 | |
| TARQBackbone=W-s, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 7.19 | 36.03 | |
| OmniQuantBackbone=V-3B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 7.19 | 27.75 | |
| GPTQBackbone=W-s, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 7.22 | 38.87 | |
| AWQBackbone=V-3B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 7.23 | 27.33 | |
| AWQBackbone=W-s, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 7.27 | 38.95 | |
| OmniQuantBackbone=W-s, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 7.33 | 39.65 | |
| GenPTQBackbone=V-3B, Quantization=mixed-precision, 4-bit average, Calibration=LS-clean2026.05 | 7.38 | 26.96 | |
| GenPTQBackbone=W-s, Quantization=mixed-precision, 4-bit average, Calibration=LS-clean2026.05 | 7.59 | 43.04 | |
| OmniQuantBackbone=Q-0.6B, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 7.64 | 36.73 | |
| OmniQuantBackbone=W-m, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 7.95 | 37.7 | |
| GenPTQBackbone=Q-0.6B, Quantization=mixed-precision, 4-bit average, Calibration=LS-clean2026.05 | 8.71 | 39.5 | |
| TARQBackbone=W-b, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 9.31 | 43.96 | |
| GPTQBackbone=W-b, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 9.48 | 47.57 | |
| OmniQuantBackbone=W-b, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 10.52 | 45.27 | |
| AWQBackbone=W-b, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 10.64 | 46.75 | |
| GenPTQBackbone=W-b, Quantization=mixed-precision, 4-bit average, Calibration=LS-clean2026.05 | 11.45 | 50.64 | |
| TARQBackbone=W-t, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 14.03 | 55.93 | |
| GPTQBackbone=W-t, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 17.86 | 60.04 | |
| OmniQuantBackbone=W-t, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 19.07 | 62.59 | |
| GenPTQBackbone=W-t, Quantization=mixed-precision, 4-bit average, Calibration=LS-clean2026.05 | 21.08 | 63.82 | |
| AWQBackbone=W-t, Quantization=W4G128 weight-only, Calibration=LS-clean2026.05 | 31.86 | 84.1 |