diff --git a/README.md b/README.md
index 7988ca3ea1a2b6e8b099713d47a5f37adb29ea2d..bf9a13876b2a756097b05a93533d107cdf790a3a 100644
--- a/README.md
+++ b/README.md
@@ -271,8 +271,7 @@ output
 - [How to profile Paddle Serving latency?](python/examples/util)
 - [How to optimize performance?](doc/PERFORMANCE_OPTIM.md)
 - [Deploy multi-services on one GPU(Chinese)](doc/MULTI_SERVICE_ON_ONE_GPU_CN.md)
-- [CPU Benchmarks(Chinese)](doc/BENCHMARKING.md)
-- [GPU Benchmarks(Chinese)](doc/GPU_BENCHMARKING.md)
+- [GPU Benchmarks(Chinese)](doc/BENCHMARKING_GPU.md)
 
 ### Design
 - [Design Doc](doc/DESIGN_DOC.md)