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ResearchFormerly WizWand

Image Classification on ImageNet 1000 classes 16

50.5Top-1 AccImageNet-Labels
10.04420.54731.0541.553Jun 13, 2019
Updated 8mo ago

Evaluation results

MethodLinks
ImageNet-LabelsFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0650.5
ImageNet-LabelsFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0648.3
ImageNet-LabelsFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0644.2
CMCFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.0642.8
AETFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0640.6
CMCFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.0640.5
DeepClusterFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0639.8
AETFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0639.7
RotNetFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0638.7
CMCFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.0638.3
RotNetFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0638.2
DeepClusterFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0638.2
AETFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0637.7
RotNetFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0636.5
ImageNet-LabelsFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0636.3
DeepClusterFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0636.1
Inst-DisFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0635.6
SplitBrainFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.0635.4
SplitBrainFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.0635.2
JigsawFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0634.7
CountingFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0634.3
Inst-DisFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0634.1
JigsawFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0633.9
CMCFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.0633.7
SplitBrainFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.0632.8
AETFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0632.8
ColorizationFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0632.6
CountingFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0632.5
ColorizationFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0631.8
Inst-DisFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0631.8
ContextFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0631.7
RotNetFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0631.7
ColorizationFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0631
BiGANFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0631
CountingFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0630.6
ContextFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0630.2
JigsawFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0630.1
BiGANFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0629.9
ContextFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0629.6
SplitBrainFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.0629.3
DeepClusterFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0629.2
JigsawFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0628.3
BiGANFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0628
Inst-DisFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0626.5
CountingFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0625.7
ColorizationFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0624.8
Data-InitFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0624.5
BiGANFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0624.5
ContextFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0623.3
Data-InitFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0623.2
Data-InitFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0623
Data-InitFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0620.6
ImageNet-LabelsFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0619.3
AETFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0619.3
JigsawFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0619.2
RotNetFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0618.8
CMCFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.0618.3
CountingFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0618
BiGANFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0617.7
SplitBrainFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.0617.7
Data-InitFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0617.5
RandomFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0617.1
RandomFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0616.9
Inst-DisFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0616.8
RandomFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0616.3
ContextFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0616.2
RandomFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0614.1
ColorizationFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0613.1
DeepClusterFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0612.9
RandomFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.0611.6