diff --git a/examples/benchmarks/README.md b/examples/benchmarks/README.md
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+++ b/examples/benchmarks/README.md
@@ -2,6 +2,8 @@
 
 Here are the results of each benchmark model running on the `Alpha158` and `Alpha360` dataset respectively. The value of each metric are the mean and std calculated based on 10 runs.
 
+The numbers shown below demonstrate the performance of the entire `workflow` of each model. We will update the `workflow` as well as models in the near future for better results.
+
 ## Alpha158 dataset
 | Model Name | Dataset | IC | ICIR | Rank IC | Rank ICIR | Annualized Return | Information Ratio | Max Drawdown |
 |---|---|---|---|---|---|---|---|---|