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ResearchFormerly WizWand

Image Classification on GTSRB 0.5% BER (test)

96.5CA (NF)NeuralFuse
90.67692.18893.795.212Jun 29, 2023
Updated 8mo ago

Evaluation results

MethodLinks
NeuralFuseBackbone=ResNet50, NF Variant=UNetL2023.0696.5——93.719.7
NeuralFuseBackbone=VGG19, NF Variant=UNetS2023.0696.5——90.821.6
NeuralFuseBackbone=ResNet18, NF Variant=UNetL2023.0696.2——93.518.3
NeuralFuseBackbone=VGG16, NF Variant=UNetL2023.0696——92.834
NeuralFuseBackbone=ResNet50, NF Variant=UNetS2023.0695.9——90.616.7
NeuralFuseBackbone=ResNet18, NF Variant=DeConvS2023.0695.8——90.114.9
NeuralFuseBackbone=VGG16, NF Variant=ConvL2023.0695.6——93.234.4
NeuralFuseBackbone=VGG16, NF Variant=DeConvL2023.0695.6——93.134.3
NeuralFuseBackbone=VGG19, NF Variant=ConvL2023.0695.6——93.424.2
NeuralFuseBackbone=ResNet18, NF Variant=UNetS2023.0695.5——91.416.2
NeuralFuseBackbone=VGG19, NF Variant=DeConvL2023.0695.5——92.423.3
NeuralFuseBackbone=VGG19, NF Variant=DeConvS2023.0695.5——88.819.7
NeuralFuseBackbone=ResNet18, NF Variant=DeConvL2023.0695.4——93.418.1
NeuralFuseBackbone=ResNet50, NF Variant=ConvS2023.0695.4——84.510.5
NeuralFuseBackbone=VGG16, NF Variant=UNetS2023.0695.4——87.829
NeuralFuseBackbone=VGG16, NF Variant=DeConvS2023.0695.1——8425.2
NeuralFuseBackbone=VGG19, NF Variant=ConvS2023.0694.9——8717.8
NeuralFuseBackbone=VGG19, NF Variant=UNetL2023.0694.9——91.722.6
NeuralFuseBackbone=ResNet18, NF Variant=ConvS2023.0694.8——87.712.4
NeuralFuseBackbone=VGG11, NF Variant=UNetL2023.0694.8——90.625.7
NeuralFuseBackbone=ResNet50, NF Variant=DeConvL2023.0694.7——91.617.6
NeuralFuseBackbone=ResNet50, NF Variant=ConvL2023.0694.6——90.616.6
NeuralFuseBackbone=ResNet50, NF Variant=DeConvS2023.0694.6——87.413.5
NeuralFuseBackbone=VGG11, NF Variant=UNetS2023.0694.6——88.924.1
NeuralFuseBackbone=VGG16, NF Variant=ConvS2023.0694.3——82.223.4
NeuralFuseBackbone=VGG11, NF Variant=ConvL2023.0693.9——92.627.7
NeuralFuseBackbone=VGG11, NF Variant=DeConvL2023.0693.6——91.927.1
NeuralFuseBackbone=ResNet18, NF Variant=ConvL2023.0693.4——89.514.3
NeuralFuseBackbone=VGG11, NF Variant=DeConvS2023.0692.3——83.118.2
NeuralFuseBackbone=VGG11, NF Variant=ConvS2023.0690.9——80.515.7
ResNet18Backbone=ResNet18, NeuralFuse=None2023.06—95.575.2——
ResNet50Backbone=ResNet50, NeuralFuse=None2023.06—9574——
VGG11Backbone=VGG11, NeuralFuse=None2023.06—91.964.9——
VGG16Backbone=VGG16, NeuralFuse=None2023.06—95.258.8——
VGG19Backbone=VGG19, NeuralFuse=None2023.06—95.569.1——