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Update MLP value of Fashion-Mnist
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heitorrapela committed May 18, 2018
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1 change: 1 addition & 0 deletions README.ja.md
Expand Up @@ -171,6 +171,7 @@ scikit-learn ベースの自動ベンチマーキング・システムを構築
|AlexNet with Triplet loss| None | 0.899 | - | [@Cenk Bircanoğlu](https://github.com/cenkbircanoglu) | [:link:](https://github.com/cenkbircanoglu/openface/tree/master/fashion_mnist)|
|SqueezeNet with cyclical learning rate 200 epochs| None| 0.900| - | [@snakers4](https://github.com/snakers4) | [:link:](https://github.com/zalandoresearch/fashion-mnist/files/1263340/squeeze_net_mnist.zip)|
|Dual path network with wide resnet 28-10|standard preprocessing (mean/std subtraction/division) and augmentation (random crops/horizontal flips) |0.957|-|[@Queequeg](https://github.com/Queequeg92)|[:link:](https://github.com/Queequeg92/DualPathNet)|
|MLP 256-128-100| None | 0.8833| - | [@heitorrapela](https://github.com/heitorrapela)| [:link:](https://github.com/heitorrapela/fashion-mnist-mlp)|
|VGG16 26M parameters | None | 0.935| - | [@QuantumLiu](https://github.com/QuantumLiu)|[:link:](https://github.com/QuantumLiu/fashion-mnist-demo-by-Keras) [:link:](https://zhuanlan.zhihu.com/p/28968219)|
|WRN-28-10| standard preprocessing (mean/std subtraction/division) and augmentation (random crops/horizontal flips) | 0.959 | -| [@zhunzhong07](https://github.com/zhunzhong07)|[:link:](https://github.com/zhunzhong07/Random-Erasing)|
|WRN-28-10 + Random Erasing| standard preprocessing (mean/std subtraction/division) and augmentation (random crops/horizontal flips) | 0.963 | -| [@zhunzhong07](https://github.com/zhunzhong07)|[:link:](https://github.com/zhunzhong07/Random-Erasing)|
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1 change: 1 addition & 0 deletions README.md
Expand Up @@ -171,6 +171,7 @@ The table below collects the submitted benchmarks. Note that **we haven't yet te
|AlexNet with Triplet loss| None | 0.899 | - | [@Cenk Bircanoğlu](https://github.com/cenkbircanoglu) | [:link:](https://github.com/cenkbircanoglu/openface/tree/master/fashion_mnist)|
|SqueezeNet with cyclical learning rate 200 epochs| None| 0.900| - | [@snakers4](https://github.com/snakers4) | [:link:](https://github.com/zalandoresearch/fashion-mnist/files/1263340/squeeze_net_mnist.zip)|
|Dual path network with wide resnet 28-10|standard preprocessing (mean/std subtraction/division) and augmentation (random crops/horizontal flips) |0.957|-|[@Queequeg](https://github.com/Queequeg92)|[:link:](https://github.com/Queequeg92/DualPathNet)|
|MLP 256-128-100| None | 0.8833| - | [@heitorrapela](https://github.com/heitorrapela)| [:link:](https://github.com/heitorrapela/fashion-mnist-mlp)|
|VGG16 26M parameters | None | 0.935| - | [@QuantumLiu](https://github.com/QuantumLiu)|[:link:](https://github.com/QuantumLiu/fashion-mnist-demo-by-Keras) [:link:](https://zhuanlan.zhihu.com/p/28968219)|
|WRN-28-10| standard preprocessing (mean/std subtraction/division) and augmentation (random crops/horizontal flips) | 0.959 | -| [@zhunzhong07](https://github.com/zhunzhong07)|[:link:](https://github.com/zhunzhong07/Random-Erasing)|
|WRN-28-10 + Random Erasing| standard preprocessing (mean/std subtraction/division) and augmentation (random crops/horizontal flips) | 0.963 | -| [@zhunzhong07](https://github.com/zhunzhong07)|[:link:](https://github.com/zhunzhong07/Random-Erasing)|
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1 change: 1 addition & 0 deletions README.zh-CN.md
Expand Up @@ -175,6 +175,7 @@ data = input_data.read_data_sets('data/fashion', source_url='http://fashion-mnis
|AlexNet with Triplet loss| None | 0.899 | - | [@Cenk Bircanoğlu](https://github.com/cenkbircanoglu) | [:link:](https://github.com/cenkbircanoglu/openface/tree/master/fashion_mnist)|
|SqueezeNet with cyclical learning rate 200 epochs| None| 0.900| - | [@snakers4](https://github.com/snakers4) | [:link:](https://github.com/zalandoresearch/fashion-mnist/files/1263340/squeeze_net_mnist.zip)|
|Dual path network with wide resnet 28-10|standard preprocessing (mean/std subtraction/division) and augmentation (random crops/horizontal flips) |0.957|-|[@Queequeg](https://github.com/Queequeg92)|[:link:](https://github.com/Queequeg92/DualPathNet)|
|MLP 256-128-100| None | 0.8833| - | [@heitorrapela](https://github.com/heitorrapela)| [:link:](https://github.com/heitorrapela/fashion-mnist-mlp)|
|VGG16 26M parameters | None | 0.935| - | [@QuantumLiu](https://github.com/QuantumLiu)|[:link:](https://github.com/QuantumLiu/fashion-mnist-demo-by-Keras) [:link:](https://zhuanlan.zhihu.com/p/28968219)|
|WRN-28-10| standard preprocessing (mean/std subtraction/division) and augmentation (random crops/horizontal flips) | 0.959 | -| [@zhunzhong07](https://github.com/zhunzhong07)|[:link:](https://github.com/zhunzhong07/Random-Erasing)|
|WRN-28-10 + Random Erasing| standard preprocessing (mean/std subtraction/division) and augmentation (random crops/horizontal flips) | 0.963 | -| [@zhunzhong07](https://github.com/zhunzhong07)|[:link:](https://github.com/zhunzhong07/Random-Erasing)|
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