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ResearchFormerly WizWand

Image Classification on SynDigits-LT gamma=10

96.45AccuracyEmaQ-LT
5.491629.105852.7276.3342Jun 3, 2026
Updated 5mo ago

Evaluation results

MethodLinks
EmaQ-LTBackbone=ResNet-20, Quantization Bits=4-bit2026.0696.45
LLSQBackbone=ResNet-20, Quantization Bits=4-bit2026.0696
ZeroQBackbone=ResNet-20, Quantization Bits=4-bit2026.0695.95
Choi et al.Backbone=ResNet-20, Quantization Bits=4-bit2026.0695.8
EmaQ-LTBackbone=ResNet-20, Quantization Bits=2-bit2026.0695.75
EmaQ-LTBackbone=MobileNet-V2, Quantization Bits=4-bit2026.0695.6
ZAQBackbone=MobileNet-V2, Quantization Bits=4-bit2026.0695.3
ZAQBackbone=ResNet-20, Quantization Bits=4-bit2026.0694.75
EmaQ-LTBackbone=MobileNet-V2, Quantization Bits=2-bit2026.0694.6
QimeraBackbone=ResNet-20, Quantization Bits=4-bit2026.0694
ZeroQBackbone=ResNet-20, Quantization Bits=2-bit2026.0693.3
LLSQBackbone=MobileNet-V2, Quantization Bits=4-bit2026.0693.25
Choi et al.Backbone=ResNet-20, Quantization Bits=2-bit2026.0692.7
ZeroQBackbone=MobileNet-V2, Quantization Bits=4-bit2026.0690.1
Meta AugBackbone=ResNet-20, Quantization Bits=4-bit2026.0689.95
ZAQBackbone=MobileNet-V2, Quantization Bits=2-bit2026.0687.25
Meta AugBackbone=MobileNet-V2, Quantization Bits=4-bit2026.0683.62
Choi et al.Backbone=MobileNet-V2, Quantization Bits=4-bit2026.0677.45
BatchQuantBackbone=ResNet-20, Quantization Bits=2-bit2026.0672.05
Meta AugBackbone=ResNet-20, Quantization Bits=2-bit2026.0671.56
BatchQuantBackbone=MobileNet-V2, Quantization Bits=4-bit2026.0669.9
BatchQuantBackbone=ResNet-20, Quantization Bits=4-bit2026.0666.6
BatchQuantBackbone=MobileNet-V2, Quantization Bits=2-bit2026.0666.55
EMQNetBackbone=MobileNet-V2, Quantization Bits=2-bit2026.0653.82
EMQNetBackbone=ResNet-20, Quantization Bits=2-bit2026.0629.66
EMQNetBackbone=ResNet-20, Quantization Bits=4-bit2026.0620.12
EMQNetBackbone=MobileNet-V2, Quantization Bits=4-bit2026.0619.62
Meta AugBackbone=MobileNet-V2, Quantization Bits=2-bit2026.0619.59
QwTBackbone=ResNet-20, Quantization Bits=4-bit2026.0617.28
QwTBackbone=ResNet-20, Quantization Bits=2-bit2026.0613.58
QwTBackbone=MobileNet-V2, Quantization Bits=2-bit2026.0610.42
QwTBackbone=MobileNet-V2, Quantization Bits=4-bit2026.068.99