Image Classification on ImageNet 1000 classes 16
50.5Top-1 AccImageNet-Labels
Evaluation Results
| Method | Links | |
|---|---|---|
| ImageNet-LabelsFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 50.5 | |
| ImageNet-LabelsFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 48.3 | |
| ImageNet-LabelsFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 44.2 | |
| CMCFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.06 | 42.8 | |
| AETFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 40.6 | |
| CMCFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.06 | 40.5 | |
| DeepClusterFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 39.8 | |
| AETFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 39.7 | |
| RotNetFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 38.7 | |
| CMCFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.06 | 38.3 | |
| RotNetFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 38.2 | |
| DeepClusterFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 38.2 | |
| AETFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 37.7 | |
| RotNetFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 36.5 | |
| ImageNet-LabelsFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 36.3 | |
| DeepClusterFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 36.1 | |
| Inst-DisFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 35.6 | |
| SplitBrainFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.06 | 35.4 | |
| SplitBrainFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.06 | 35.2 | |
| JigsawFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 34.7 | |
| CountingFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 34.3 | |
| Inst-DisFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 34.1 | |
| JigsawFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 33.9 | |
| CMCFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.06 | 33.7 | |
| SplitBrainFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.06 | 32.8 | |
| AETFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 32.8 | |
| ColorizationFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 32.6 | |
| CountingFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 32.5 | |
| ColorizationFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 31.8 | |
| Inst-DisFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 31.8 | |
| ContextFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 31.7 | |
| RotNetFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 31.7 | |
| ColorizationFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 31 | |
| BiGANFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 31 | |
| CountingFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 30.6 | |
| ContextFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 30.2 | |
| JigsawFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 30.1 | |
| BiGANFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 29.9 | |
| ContextFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 29.6 | |
| SplitBrainFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.06 | 29.3 | |
| DeepClusterFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 29.2 | |
| JigsawFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 28.3 | |
| BiGANFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 28 | |
| Inst-DisFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 26.5 | |
| CountingFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 25.7 | |
| ColorizationFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 24.8 | |
| Data-InitFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 24.5 | |
| BiGANFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 24.5 | |
| ContextFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 23.3 | |
| Data-InitFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 23.2 | |
| Data-InitFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 23 | |
| Data-InitFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 20.6 | |
| ImageNet-LabelsFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 19.3 | |
| AETFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 19.3 | |
| JigsawFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 19.2 | |
| RotNetFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 18.8 | |
| CMCFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.06 | 18.3 | |
| CountingFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 18 | |
| BiGANFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 17.7 | |
| SplitBrainFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Half2019.06 | 17.7 | |
| Data-InitFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 17.5 | |
| RandomFeature Layer=conv2, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 17.1 | |
| RandomFeature Layer=conv3, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 16.9 | |
| Inst-DisFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 16.8 | |
| RandomFeature Layer=conv4, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 16.3 | |
| ContextFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 16.2 | |
| RandomFeature Layer=conv5, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 14.1 | |
| ColorizationFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 13.1 | |
| DeepClusterFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 12.9 | |
| RandomFeature Layer=conv1, Backbone=AlexNet, Crop Strategy=Single crop, Number of Parameters=Full2019.06 | 11.6 |