diff --git a/Makefile b/Makefile
index 766141038be5..6d7a2869f96b 100644
--- a/Makefile
+++ b/Makefile
@@ -156,7 +156,7 @@ build-debug:
 base-amd64:
 	docker buildx build --platform linux/amd64 --build-arg ARCH=amd64 --build-arg GO_VERSION=$(GO_VERSION) -t $(REGISTRY)/kube-ovn-base:$(RELEASE_TAG)-amd64 -o type=docker -f dist/images/Dockerfile.base dist/images/
 	docker buildx build --platform linux/amd64 --build-arg ARCH=amd64 --build-arg GO_VERSION=$(GO_VERSION) --build-arg LEGACY=true -t $(REGISTRY)/kube-ovn-base:$(LEGACY_TAG) -o type=docker -f dist/images/Dockerfile.base dist/images/
-	docker buildx build --platform linux/amd64 --build-arg ARCH=amd64 --build-arg DEBUG=true -t $(REGISTRY)/kube-ovn-base:$(DEBUG_TAG)-amd64 -o type=docker -f dist/images/Dockerfile.base dist/images/
+	docker buildx build --platform linux/amd64 --build-arg ARCH=amd64 --build-arg GO_VERSION=$(GO_VERSION) --build-arg DEBUG=true -t $(REGISTRY)/kube-ovn-base:$(DEBUG_TAG)-amd64 -o type=docker -f dist/images/Dockerfile.base dist/images/
 
 .PHONY: base-amd64-dpdk
 base-amd64-dpdk: