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ResearchFormerly WizWand

Regression on RSS

8.262MSEFP
-369.087522,178.021744,725.1317,272.24026May 24, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FPBackbone=TabFormer2026.058.262
FPPrecision=Full Precision2026.058.262
NMP-QATQuantization=Adaptive Neuron-level Mixed Precision2026.058.606
QATBit-width=16-bit2026.058.643
QATBit-width=8-bit2026.058.746
OWQQuantization=Outlier-Aware2026.059.225
QATBit-width=4-bit2026.059.374
QATBit-width=1.58-bit2026.0512.834
QATBit-width=1-bit2026.0515.847
Full PrecisionPrecision=Full Precision2026.0517.62
PPSOQuantization=Mixed Precision2026.0518.847
NMP-QAT2026.0533.675
QATBit-width=1.58-bit2026.0534.979
PPSO2026.0535.52
QATBit-width=1-bit2026.0536.675
OWQ2026.0555.234
NMP-QATBackbone=TabFormer2026.05167.65
QATBit-width=8-bit2026.05230.947
QATBit-width=4-bit2026.05230.981
QATBit-width=1-bit2026.054,335
QATBit-width=1.58-bit2026.054,335
PPSOBackbone=TabFormer2026.054,335
OWQBackbone=TabFormer2026.059,178.6
QATBit-width=4-bit2026.059,442
QATBit-width=8-bit2026.059,442
QATBit-width=16-bit2026.059,442