update README

README.md

@@ -7,3 +7,17 @@ implement Adversarial Discriminative Domain Adapation in PyTorch
 $ python train_source.py --logdir outputs
 $ python main.py --logdir outputs --trained outputs/best_model.pt --slope 0.2
 ```
+
+
+## Result
+### SVHN -> MNIST
+| | Paper | This Repro |
+| --- | --- | --- |
+| Source only | 0.601 | 0.659 |
+| ADDA | 0.760 | ~0.83 |
+
+![adversarial](adversarial.png)
+![target_domain](target_domain.png)
+
+## Resource
+- https://arxiv.org/pdf/1702.05464.pdf