diff --git a/.github/workflows/benchmark-tpch.yml b/.github/workflows/benchmark-tpch.yml
new file mode 100644
index 000000000..54f99419c
--- /dev/null
+++ b/.github/workflows/benchmark-tpch.yml
@@ -0,0 +1,123 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+name: TPC-H Correctness
+
+concurrency:
+  group: ${{ github.repository }}-${{ github.head_ref || github.sha }}-${{ github.workflow }}
+  cancel-in-progress: true
+
+on:
+  push:
+    paths-ignore:
+      - "doc/**"
+      - "**.md"
+  pull_request:
+    paths-ignore:
+      - "doc/**"
+      - "**.md"
+  # manual trigger
+  # https://docs.github.com/en/actions/managing-workflow-runs/manually-running-a-workflow
+  workflow_dispatch:
+
+env:
+  RUST_VERSION: nightly
+
+jobs:
+  prepare:
+    name: Build native and prepare data
+    runs-on: ubuntu-latest
+    container:
+      image: amd64/rust
+    env:
+      JAVA_VERSION: 11
+    steps:
+      - uses: actions/checkout@v4
+      - name: Setup Rust & Java toolchain
+        uses: ./.github/actions/setup-builder
+        with:
+          rust-version: ${{env.RUST_VERSION}}
+          jdk-version: 11
+      - name: Cache Maven dependencies
+        uses: actions/cache@v4
+        with:
+          path: |
+            ~/.m2/repository
+            /root/.m2/repository
+          key: ${{ runner.os }}-java-maven-${{ hashFiles('**/pom.xml') }}
+          restore-keys: |
+            ${{ runner.os }}-java-maven-
+      - name: Cache TPC-H generated data
+        id: cache-tpch-sf-1
+        uses: actions/cache@v4
+        with:
+          path: ./tpch
+          key: tpch-${{ hashFiles('.github/workflows/benchmark-tpch.yml') }}
+      - name: Build Comet
+        run: make release
+      - name: Upload Comet native lib
+        uses: actions/upload-artifact@v4
+        with:
+          name: libcomet-${{ github.run_id }}
+          path: |
+            core/target/release/libcomet.so
+            core/target/release/libcomet.dylib
+          retention-days: 1 # remove the artifact after 1 day, only valid for this workflow
+          overwrite: true
+      - name: Generate TPC-H (SF=1) table data
+        if: steps.cache-tpch-sf-1.outputs.cache-hit != 'true'
+        run: |
+          cd spark && MAVEN_OPTS='-Xmx20g' ../mvnw exec:java -Dexec.mainClass="org.apache.spark.sql.GenTPCHData" -Dexec.classpathScope="test" -Dexec.cleanupDaemonThreads="false" -Dexec.args="--location `pwd`/.. --scaleFactor 1 --numPartitions 1 --overwrite"
+          cd ..
+
+  benchmark:
+    name: Run TPCHQuerySuite
+    runs-on: ubuntu-latest
+    needs: [prepare]
+    container:
+      image: amd64/rust
+    steps:
+      - uses: actions/checkout@v4
+      - name: Setup Rust & Java toolchain
+        uses: ./.github/actions/setup-builder
+        with:
+          rust-version: ${{env.RUST_VERSION}}
+          jdk-version: 11
+      - name: Cache Maven dependencies
+        uses: actions/cache@v4
+        with:
+          path: |
+            ~/.m2/repository
+            /root/.m2/repository
+          key: ${{ runner.os }}-java-maven-${{ hashFiles('**/pom.xml') }}
+          restore-keys: |
+            ${{ runner.os }}-java-maven-
+      - name: Restore TPC-H generated data
+        id: cache-tpch-sf-1
+        uses: actions/cache/restore@v4
+        with:
+          path: ./tpch
+          key: tpch-${{ hashFiles('.github/workflows/benchmark-tpch.yml') }}
+          fail-on-cache-miss: true # it's always be cached as it should be generated by pre-step if not existed
+      - name: Download Comet native lib
+        uses: actions/download-artifact@v4
+        with:
+          name: libcomet-${{ github.run_id }}
+          path: core/target/release
+      - name: Run TPC-H queries
+        run: |
+          SPARK_HOME=`pwd` SPARK_TPCH_DATA=`pwd`/tpch/sf1_parquet ./mvnw -B -Prelease -Dsuites=org.apache.spark.sql.CometTPCHQuerySuite test
diff --git a/pom.xml b/pom.xml
index bdc55ecd9..c7e417dd1 100644
--- a/pom.xml
+++ b/pom.xml
@@ -888,6 +888,7 @@ under the License.
             <exclude>**/inspections/*.txt</exclude>
             <exclude>tpcds-kit/**</exclude>
             <exclude>tpcds-sf-1/**</exclude>
+            <exclude>tpch/**</exclude>
           </excludes>
         </configuration>
       </plugin>