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ResearchFormerly WizWand

Regression on VoD

12.05MSENMP-QAT
11.464415.417219.3723.3228May 24, 2026
Updated 5mo ago

Evaluation results

MethodLinks
NMP-QATQuantization=Adaptive Neuron-level Mixed Precision2026.0512.05
QATBit-width=16-bit2026.0514.011
QATBit-width=8-bit2026.0514.029
QATBit-width=4-bit2026.0514.313
FPBackbone=TabFormer, Bit-width=32-bit2026.0514.75
FPPrecision=Full Precision2026.0514.75
OWQQuantization=Outlier-Aware2026.0515.184
PPSOQuantization=Mixed Precision2026.0515.853
QATBit-width=1.58-bit2026.0516.033
Full PrecisionPrecision=Full Precision2026.0516.41
NMP-QAT2026.0516.969
QATBit-width=1-bit2026.0517.088
QATBit-width=1.58-bit2026.0517.09
NMP-QATBackbone=TabFormer2026.0517.379
PPSO2026.0517.429
QATBit-width=1-bit2026.0517.481
QATBackbone=TabFormer, Bit-width=8-bit2026.0517.503
PPSOBackbone=TabFormer2026.0517.764
QATBackbone=TabFormer, Bit-width=1.58-bit2026.0517.977
QATBackbone=TabFormer, Bit-width=16-bit2026.0517.992
OWQBackbone=TabFormer2026.0518.295
QATBackbone=TabFormer, Bit-width=4-bit2026.0518.357
QATBackbone=TabFormer, Bit-width=1-bit2026.0518.752
OWQ2026.0518.771
QATBit-width=8-bit2026.0522.573
QATBit-width=4-bit2026.0526.69