Regression on VoD
12.05MSENMP-QAT
Evaluation Results
| Method | Links | |
|---|---|---|
| NMP-QATQuantization=Adaptive Neuron-level Mixed Precision2026.05 | 12.05 | |
| QATBit-width=16-bit2026.05 | 14.011 | |
| QATBit-width=8-bit2026.05 | 14.029 | |
| QATBit-width=4-bit2026.05 | 14.313 | |
| FPBackbone=TabFormer, Bit-width=32-bit2026.05 | 14.75 | |
| FPPrecision=Full Precision2026.05 | 14.75 | |
| OWQQuantization=Outlier-Aware2026.05 | 15.184 | |
| PPSOQuantization=Mixed Precision2026.05 | 15.853 | |
| QATBit-width=1.58-bit2026.05 | 16.033 | |
| Full PrecisionPrecision=Full Precision2026.05 | 16.41 | |
| NMP-QAT2026.05 | 16.969 | |
| QATBit-width=1-bit2026.05 | 17.088 | |
| QATBit-width=1.58-bit2026.05 | 17.09 | |
| NMP-QATBackbone=TabFormer2026.05 | 17.379 | |
| PPSO2026.05 | 17.429 | |
| QATBit-width=1-bit2026.05 | 17.481 | |
| QATBackbone=TabFormer, Bit-width=8-bit2026.05 | 17.503 | |
| PPSOBackbone=TabFormer2026.05 | 17.764 | |
| QATBackbone=TabFormer, Bit-width=1.58-bit2026.05 | 17.977 | |
| QATBackbone=TabFormer, Bit-width=16-bit2026.05 | 17.992 | |
| OWQBackbone=TabFormer2026.05 | 18.295 | |
| QATBackbone=TabFormer, Bit-width=4-bit2026.05 | 18.357 | |
| QATBackbone=TabFormer, Bit-width=1-bit2026.05 | 18.752 | |
| OWQ2026.05 | 18.771 | |
| QATBit-width=8-bit2026.05 | 22.573 | |
| QATBit-width=4-bit2026.05 | 26.69 |