diff --git a/README.md b/README.md
index 4a7f37c..fb59cb3 100644
--- a/README.md
+++ b/README.md
@@ -15,7 +15,7 @@
-| Features | Model List | Dataset | Quick Start | Documentation | Citation |Acknowledgement | Star History |
+| Features | Model List | Dataset | Quick Start | Benchmark |Documentation | Citation |Acknowledgement | Star History |
## News
@@ -169,6 +169,19 @@ NOTE:
The full documentation is available on the [website](https://ant-research.github.io/EasyTemporalPointProcess/).
+## Benchmark [Back to Top]
+
+
+In the [examples](https://github.com/ant-research/EasyTemporalPointProcess/tree/main/examples) folder, we provide a [script](https://github.com/ant-research/EasyTemporalPointProcess/blob/main/examples/benchmark_script.py) to benchmark the TPPs, with Taxi dataset as the input.
+
+To run the script, one should download the Taxi data following the above instructions. The [config](https://github.com/ant-research/EasyTemporalPointProcess/blob/main/examples/configs/experiment_config.yaml) file is readily setup up. Then run
+
+
+```shell
+cd examples
+python benchmark_script.py
+```
+
## License [Back to Top]