diff --git a/README.md b/README.md
index df928cb..81caf99 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,18 @@
-# insightface
+# InsightFace
 Face Recognition Project
+
+### Experiments
+
+Default image size is 112x96 if not specified, all face images are aligned.
+
+- **Softmax on LFW**
+
+|   Network/Dataset   | VGG2@112x112 | WebFace | MS1M |  -   |  -   |
+| :-----------------: | :----------: | :-----: | :--: | :--: | :--: |
+|     SE-Resnet50     |    0.9970    |    -    |  -   |      |      |
+|      Resnet50       |      -       |    -    |  -   |      |      |
+|  Inception-Resnet   |      -       |    -    |  -   |      |      |
+| SE-Inception-Resnet |      -       |    -    |  -   |      |      |
+|      Mobilenet      |      -       |    -    |  -   |      |      |
+|       ResNeXt       |      -       |    -    |  -   |      |      |
+|                     |              |         |      |      |      |