diff --git a/deep_fm/README.md b/deep_fm/README.md
index 232868cae863767f062893046ed97e34faae97e5..eb7e628048f7e77feef0948d3dd3532bacf9fea8 100644
--- a/deep_fm/README.md
+++ b/deep_fm/README.md
@@ -73,6 +73,11 @@ python train.py \
         2>&1 | train.log
 ```
 
+## Evaluation
+
+After training pass 9 batch 40000, the testing AUC is `0.807178` and the testing
+cost is `0.445196`.
+
 ## Infer
 The command line options for infering can be listed by `python infer.py -h`.