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ResearchFormerly WizWand

Image Classification on SynDigits-LT gamma=50

89.8AccuracyEmaQ-LT
7.608828.946950.28571.6231Jun 3, 2026
Updated 5mo ago

Evaluation results

MethodLinks
EmaQ-LTBackbone=ResNet-20, Quantization Bits=4-bit2026.0689.8
EmaQ-LTBackbone=ResNet-20, Quantization Bits=2-bit2026.0688.9
Meta AugBackbone=ResNet-20, Quantization Bits=4-bit2026.0688.32
Choi et al.Backbone=ResNet-20, Quantization Bits=4-bit2026.0688
ZeroQBackbone=ResNet-20, Quantization Bits=4-bit2026.0687.4
ZAQBackbone=ResNet-20, Quantization Bits=4-bit2026.0685.75
EmaQ-LTBackbone=MobileNet-V2, Quantization Bits=4-bit2026.0685.5
LLSQBackbone=ResNet-20, Quantization Bits=4-bit2026.0684.2
ZAQBackbone=MobileNet-V2, Quantization Bits=4-bit2026.0683.3
EmaQ-LTBackbone=MobileNet-V2, Quantization Bits=2-bit2026.0683.2
Meta AugBackbone=MobileNet-V2, Quantization Bits=4-bit2026.0682.1
ZeroQBackbone=ResNet-20, Quantization Bits=2-bit2026.0675
Choi et al.Backbone=ResNet-20, Quantization Bits=2-bit2026.0674
ZeroQBackbone=MobileNet-V2, Quantization Bits=4-bit2026.0663.35
Choi et al.Backbone=MobileNet-V2, Quantization Bits=4-bit2026.0661.15
BatchQuantBackbone=ResNet-20, Quantization Bits=2-bit2026.0659.3
BatchQuantBackbone=MobileNet-V2, Quantization Bits=4-bit2026.0658.67
BatchQuantBackbone=ResNet-20, Quantization Bits=4-bit2026.0657.3
BatchQuantBackbone=MobileNet-V2, Quantization Bits=2-bit2026.0657.3
Meta AugBackbone=ResNet-20, Quantization Bits=2-bit2026.0650.86
LLSQBackbone=MobileNet-V2, Quantization Bits=4-bit2026.0640.6
EMQNetBackbone=ResNet-20, Quantization Bits=2-bit2026.0619.61
EMQNetBackbone=MobileNet-V2, Quantization Bits=4-bit2026.0619.6
EMQNetBackbone=MobileNet-V2, Quantization Bits=2-bit2026.0619.6
Meta AugBackbone=MobileNet-V2, Quantization Bits=2-bit2026.0619.59
EMQNetBackbone=ResNet-20, Quantization Bits=4-bit2026.0619.59
ZAQBackbone=MobileNet-V2, Quantization Bits=2-bit2026.0618.25
QwTBackbone=ResNet-20, Quantization Bits=4-bit2026.0617.67
QwTBackbone=ResNet-20, Quantization Bits=2-bit2026.0615.09
QwTBackbone=MobileNet-V2, Quantization Bits=4-bit2026.0612.81
QwTBackbone=MobileNet-V2, Quantization Bits=2-bit2026.0610.77