diff --git a/examples/GaAN/README.md b/examples/GaAN/README.md
index 78a5ca3bd7946f14b0889c854290efb37ab84e7b..365d3fb2402dcaa70a537ab48112a5e6c7cba6a1 100644
--- a/examples/GaAN/README.md
+++ b/examples/GaAN/README.md
@@ -27,3 +27,9 @@ python train.py --lr 1e-2 --rc 0 --batch_size 1024 --epochs 100
 - hidden_size_v: the size of value vectors
 - hidden_size_m: the size of projection space for computing gates
 - hidden_size_o: the size of output of GaAN layer 
+
+## Performance
+We train our models for 100 epochs and report the **rocauc** on the test dataset.
+|dataset|mean|std|
+|-|-|-|
+|ogbn-proteins|0.7786|0.0048|