Scene Classification on Places-205 (test)
50.1Top-1 AccLA
Evaluation results
| Method | Links | |
|---|---|---|
| LABackbone=ResNet-50, Extraction Layer=conv52019.03 | 50.1 | |
| LABackbone=VGG16, Extraction Layer=conv52019.03 | 50 | |
| LABackbone=ResNet-50, Extraction Layer=conv42019.03 | 47.2 | |
| IRBackbone=VGG16, Extraction Layer=conv5, Normalization=Batch Normalization2019.03 | 45.8 | |
| LABackbone=ResNet-18, Extraction Layer=conv52019.03 | 45.6 | |
| IRBackbone=ResNet-50, Extraction Layer=conv52019.03 | 45.5 | |
| DCBackbone=VGG16, Extraction Layer=conv42019.03 | 45.2 | |
| LABackbone=ResNet-18, Extraction Layer=conv42019.03 | 44.7 | |
| DCBackbone=VGG16, Extraction Layer=conv52019.03 | 44.2 | |
| LABackbone=VGG16, Extraction Layer=conv42019.03 | 44 | |
| DCBackbone=ResNet-50, Extraction Layer=conv42019.03 | 43.2 | |
| IRBackbone=ResNet-50, Extraction Layer=conv42019.03 | 42.1 | |
| DCBackbone=ResNet-18, Extraction Layer=conv52019.03 | 41.8 | |
| DCBackbone=VGG16, Extraction Layer=conv32019.03 | 40.9 | |
| DCBackbone=ResNet-18, Extraction Layer=conv42019.03 | 40.4 | |
| LABackbone=AlexNet, Extraction Layer=conv42019.03 | 40.3 | |
| LABackbone=ResNet-50, Extraction Layer=conv32019.03 | 39.9 | |
| DCBackbone=AlexNet, Extraction Layer=conv42019.03 | 39.8 | |
| LABackbone=AlexNet, Extraction Layer=conv52019.03 | 39.5 | |
| IRBackbone=VGG16, Extraction Layer=conv4, Normalization=Batch Normalization2019.03 | 39.3 | |
| IRBackbone=AlexNet, Extraction Layer=conv4, Normalization=Batch Normalization2019.03 | 39.2 | |
| DCBackbone=AlexNet, Extraction Layer=conv32019.03 | 39.2 | |
| DCBackbone=ResNet-50, Extraction Layer=conv52019.03 | 38.9 | |
| IRBackbone=AlexNet, Extraction Layer=conv5, Normalization=Batch Normalization2019.03 | 38.7 | |
| LABackbone=AlexNet, Extraction Layer=conv32019.03 | 38.2 | |
| IRBackbone=ResNet-18, Extraction Layer=conv52019.03 | 38.1 | |
| IRBackbone=ResNet-18, Extraction Layer=conv42019.03 | 37 | |
| IRBackbone=AlexNet, Extraction Layer=conv3, Normalization=Batch Normalization2019.03 | 36.5 | |
| LABackbone=ResNet-18, Extraction Layer=conv32019.03 | 36.5 | |
| IRBackbone=VGG16, Extraction Layer=conv52019.03 | 36.3 | |
| JigsawBackbone=AlexNet, Extraction Layer=conv32019.03 | 35.5 | |
| DCBackbone=ResNet-50, Extraction Layer=conv32019.03 | 35.3 | |
| JigsawBackbone=AlexNet, Extraction Layer=conv42019.03 | 34.8 | |
| DCBackbone=AlexNet, Extraction Layer=conv52019.03 | 34.7 | |
| IRBackbone=AlexNet, Extraction Layer=conv42019.03 | 34.5 | |
| SplitBrainBackbone=AlexNet, Extraction Layer=conv42019.03 | 34.1 | |
| SplitBrainBackbone=AlexNet, Extraction Layer=conv32019.03 | 34 | |
| IRBackbone=VGG16, Extraction Layer=conv42019.03 | 33.8 | |
| IRBackbone=AlexNet, Extraction Layer=conv52019.03 | 33.6 | |
| DCBackbone=AlexNet, Extraction Layer=conv22019.03 | 33.2 | |
| IRBackbone=AlexNet, Extraction Layer=conv2, Normalization=Batch Normalization2019.03 | 33 | |
| ContextBackbone=AlexNet, Extraction Layer=conv42019.03 | 32.7 | |
| LABackbone=AlexNet, Extraction Layer=conv22019.03 | 32.7 | |
| SplitBrainBackbone=AlexNet, Extraction Layer=conv52019.03 | 32.5 | |
| JigsawBackbone=AlexNet, Extraction Layer=conv22019.03 | 32.1 | |
| ContextBackbone=AlexNet, Extraction Layer=conv32019.03 | 31.9 | |
| IRBackbone=AlexNet, Extraction Layer=conv32019.03 | 31.9 | |
| LABackbone=VGG16, Extraction Layer=conv32019.03 | 31.9 | |
| ColorBackbone=AlexNet, Extraction Layer=conv32019.03 | 31.8 | |
| DCBackbone=VGG16, Extraction Layer=conv22019.03 | 31.6 | |
| ColorBackbone=AlexNet, Extraction Layer=conv42019.03 | 31.3 | |
| JigsawBackbone=AlexNet, Extraction Layer=conv52019.03 | 31.3 | |
| ContextBackbone=AlexNet, Extraction Layer=conv52019.03 | 30.9 | |
| SplitBrainBackbone=AlexNet, Extraction Layer=conv22019.03 | 30.7 | |
| DCBackbone=ResNet-18, Extraction Layer=conv32019.03 | 30.5 | |
| IRBackbone=ResNet-18, Extraction Layer=conv32019.03 | 30.1 | |
| ColorBackbone=AlexNet, Extraction Layer=conv52019.03 | 29.7 | |
| IRBackbone=ResNet-50, Extraction Layer=conv32019.03 | 29.7 | |
| IRBackbone=VGG16, Extraction Layer=conv32019.03 | 29.5 | |
| DCBackbone=ResNet-50, Extraction Layer=conv22019.03 | 29.1 | |
| ColorBackbone=AlexNet, Extraction Layer=conv22019.03 | 28.7 | |
| IRBackbone=VGG16, Extraction Layer=conv3, Normalization=Batch Normalization2019.03 | 27.3 | |
| ContextBackbone=AlexNet, Extraction Layer=conv22019.03 | 26.7 | |
| LABackbone=ResNet-18, Extraction Layer=conv22019.03 | 26.7 | |
| LABackbone=ResNet-50, Extraction Layer=conv22019.03 | 26.4 | |
| LABackbone=VGG16, Extraction Layer=conv22019.03 | 25.9 | |
| IRBackbone=AlexNet, Extraction Layer=conv22019.03 | 24.3 | |
| IRBackbone=VGG16, Extraction Layer=conv22019.03 | 23.1 | |
| JigsawBackbone=AlexNet, Extraction Layer=conv12019.03 | 23 | |
| IRBackbone=ResNet-18, Extraction Layer=conv22019.03 | 23 | |
| IRBackbone=VGG16, Extraction Layer=conv2, Normalization=Batch Normalization2019.03 | 22.9 | |
| DCBackbone=ResNet-18, Extraction Layer=conv22019.03 | 22.5 | |
| IRBackbone=ResNet-50, Extraction Layer=conv22019.03 | 22.3 | |
| ColorBackbone=AlexNet, Extraction Layer=conv12019.03 | 22 | |
| DCBackbone=VGG16, Extraction Layer=conv12019.03 | 21.5 | |
| SplitBrainBackbone=AlexNet, Extraction Layer=conv12019.03 | 21.3 | |
| IRBackbone=AlexNet, Extraction Layer=conv1, Normalization=Batch Normalization2019.03 | 21.3 | |
| RandomBackbone=AlexNet, Extraction Layer=conv22019.03 | 20.3 | |
| LABackbone=VGG16, Extraction Layer=conv12019.03 | 20.1 | |
| DCBackbone=ResNet-50, Extraction Layer=conv12019.03 | 20.1 | |
| RandomBackbone=AlexNet, Extraction Layer=conv32019.03 | 19.8 | |
| ContextBackbone=AlexNet, Extraction Layer=conv12019.03 | 19.7 | |
| DCBackbone=AlexNet, Extraction Layer=conv12019.03 | 19.6 | |
| RandomBackbone=AlexNet, Extraction Layer=conv42019.03 | 19.1 | |
| LABackbone=ResNet-18, Extraction Layer=conv12019.03 | 18.9 | |
| IRBackbone=AlexNet, Extraction Layer=conv12019.03 | 18.8 | |
| LABackbone=AlexNet, Extraction Layer=conv12019.03 | 18.7 | |
| IRBackbone=ResNet-50, Extraction Layer=conv12019.03 | 18.1 | |
| IRBackbone=ResNet-18, Extraction Layer=conv12019.03 | 17.8 | |
| IRBackbone=VGG16, Extraction Layer=conv12019.03 | 17.6 | |
| RandomBackbone=AlexNet, Extraction Layer=conv52019.03 | 17.5 | |
| IRBackbone=VGG16, Extraction Layer=conv1, Normalization=Batch Normalization2019.03 | 17.3 | |
| DCBackbone=ResNet-18, Extraction Layer=conv12019.03 | 16.4 | |
| RandomBackbone=AlexNet, Extraction Layer=conv12019.03 | 15.7 | |
| LABackbone=ResNet-50, Extraction Layer=conv12019.03 | 10.3 | |
| Places labelsFrozen layer=conv52017.08 | 0.446 | |
| Places labelsFrozen layer=conv42017.08 | 0.433 | |
| Places labelsFrozen layer=conv32017.08 | 0.402 | |
| ImageNet labelsFrozen layer=conv42017.08 | 0.394 | |
| ImageNet labelsFrozen layer=conv52017.08 | 0.387 |