Fail to download caffemodels

README.md

@@ -10,9 +10,40 @@ Reproduce ResNet-v3(Aggregated Residual Transformations for Deep Neural Network)
 	:---:|:---:|:---:
 	[VGG-16](http://www.vlfeat.org/matconvnet/pretrained/)|[28.5%](http://www.vlfeat.org/matconvnet/pretrained/)|[9.9%](http://www.vlfeat.org/matconvnet/pretrained/)
 	ResNet-50|24.7%|7.8%
+	**ResNeXt-50**|**23.1**%|**6.7**%
 	ResNet-101|23.6%|7.1%
+	**ResNeXt-101(32x4d)**|**22.1**%|**5.8**%
 	ResNet-152|23.0%|6.7%
-        **ResNeXt-101**|**22.1**%|**5.8**%
-
-1. Model files:
-	OneDrive download: [link](https://1drv.ms/u/s!Aqd-q_R495LrjgyQx2cKLOXKEQgN)
+	**ResNeXt-152**|**21.3**%|**5.6**%
+	**ResNeXt-101(64x4d)**|**20.8**%|**5.5**%
+
+
+
+1. 1-crop validation error on ImageNet (center 320x320 crop from resized image with shorter side=320):
+
+| Network    |crop-size | top-1 |  top-5 |
+| :------:   | :---: | :---: |:---: |
+|ResNet-152-v1  | 320x320 |21.3%|5.5%|
+|ResNet-152-v2  | 320x320 |21.1%|5.5%|
+|ResNet-200-v1  | 320x320 |21.8%|6.0%|
+|ResNet-200-v2  | 320x320 |20.7%|5.3%|
+|**ResNeXt-50**    | 320x320 |**21.9**%|**5.9**%|
+|**ResNeXt-101(32x4d)**    | 320x320 |**20.2**%|**4.9**%|
+|**ResNeXt-152**    | 320x320 |**19.9**%|**4.8**%|
+|**ResNeXt-101(64x4d)**    | 320x320 |**19.5**%|**4.8**%|
+
+
+### Training Curve:
+
+<div align="left">
+  <img src="training-curve.png"/>
+</div>
+
+
+### Model files:
+
+   ResNeXt-50 OneDrive download: [link](https://1drv.ms/u/s!Aqd-q_R495Lrjg3NE0LxvH-7R81B)
+
+   ResNeXt-101 OneDrive download: [link](https://1drv.ms/u/s!Aqd-q_R495LrjgyQx2cKLOXKEQgN)
+
+   ResNeXt-152 OneDrive download: [link](https://1drv.ms/u/s!Aqd-q_R495Lrjk2kN1ebw77WkyZN)