diff --git a/README.md b/README.md
index 81caf99..0a0284b 100644
--- a/README.md
+++ b/README.md
@@ -5,14 +5,20 @@ Face Recognition Project
 
 Default image size is 112x96 if not specified, all face images are aligned.
 
+_v1 means original residual units.  _v2 means pre-activation units.  _v3 means BCBACB residual units.
+
+_bo means using bottleneck residual units.
+
 - **Softmax on LFW**
 
 |   Network/Dataset   | VGG2@112x112 | WebFace | MS1M |  -   |  -   |
 | :-----------------: | :----------: | :-----: | :--: | :--: | :--: |
-|     SE-Resnet50     |    0.9970    |    -    |  -   |      |      |
-|      Resnet50       |      -       |    -    |  -   |      |      |
-|  Inception-Resnet   |      -       |    -    |  -   |      |      |
-| SE-Inception-Resnet |      -       |    -    |  -   |      |      |
-|      Mobilenet      |      -       |    -    |  -   |      |      |
+|   SE-ResNet50_v3    |    0.9973    |    -    |  -   |      |      |
+| SE-ResNet50\_v3\_bo |              |         |      |      |      |
+|   SE-ResNet50_v1    |              |         |      |      |      |
+|     ResNet50_v3     |      -       |    -    |  -   |      |      |
+|  Inception-ResNet   |      -       |    -    |  -   |      |      |
+| SE-Inception-ResNet |      -       |    -    |  -   |      |      |
+|      MobileNet      |      -       |    -    |  -   |      |      |
 |       ResNeXt       |      -       |    -    |  -   |      |      |
 |                     |              |         |      |      |      |