Classification on QoE
78.2AccuracyNMP-QAT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NMP-QATQuantization=Adaptive Neuron-level Mixed Precision2026.05 | 78.2 | — | |
| QATBit-width=16-bit2026.05 | 77.9 | — | |
| OWQQuantization=Outlier-Aware2026.05 | 77.9 | — | |
| PPSOQuantization=Mixed Precision2026.05 | 77.9 | — | |
| QATBit-width=8-bit2026.05 | 77.8 | — | |
| QATBit-width=4-bit2026.05 | 77.7 | — | |
| OWQBackbone=TabFormer2026.05 | 77.5 | — | |
| QATBit-width=8-bit2026.05 | 77.4 | — | |
| QATBit-width=16-bit2026.05 | 77.4 | — | |
| NMP-QATBackbone=TabFormer2026.05 | 76.9 | — | |
| QATBit-width=4-bit2026.05 | 76.7 | — | |
| QATBit-width=1.58-bit2026.05 | 75.5 | — | |
| FPBackbone=TabFormer2026.05 | 75.12 | — | |
| FPPrecision=Full Precision2026.05 | 75.12 | — | |
| QATBit-width=1-bit2026.05 | 74.9 | — | |
| PPSOBackbone=TabFormer2026.05 | 73.8 | — | |
| NMP-QAT2026.05 | 72.2 | 64 | |
| Full PrecisionPrecision=Full Precision2026.05 | 71.52 | 62.05 | |
| QATBit-width=1.58-bit2026.05 | 71.3 | — | |
| OWQ2026.05 | 69.4 | 57.7 | |
| QATBit-width=1-bit2026.05 | 68.8 | — | |
| PPSO2026.05 | 67 | 59 | |
| QATBit-width=1.58-bit2026.05 | 64.5 | 51.2 | |
| QATBit-width=1-bit2026.05 | 55.5 | 43.5 | |
| QATBit-width=4-bit2026.05 | 51 | 13.5 | |
| QATBit-width=8-bit2026.05 | 40.7 | 11.2 |