diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml
index b7529797f..7c1df4354 100644
--- a/.github/workflows/benchmark.yml
+++ b/.github/workflows/benchmark.yml
@@ -10,24 +10,14 @@ on:
 
 jobs:
   benchmark:
+    name: benchmark
     runs-on: ubuntu-latest
-
     steps:
-    - name: Checkout repository
-      uses: actions/checkout@v2
-
-    - name: Set up Python
-      uses: actions/setup-python@v2
-      with:
-        python-version: '3.8'
-
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip
-        pip install asv
-        pip install -r requirements.txt
-
-    - name: Run benchmarks
-      run: |
-        asv run NEW --show-stderr --python=same
-        asv compare -s 1.2 NEW
+      - uses: actions/setup-python@v2
+        with:
+          python-version: "3.10"
+      - uses: actions/checkout@v3
+      - run: git fetch origin $GITHUB_BASE_REF:base $GITHUB_REF:pr
+      - run: pip install asv virtualenv
+      - run: asv machine --yes
+      - run: asv continuous base pr --strict -e
diff --git a/benchmarks/bench_cbma.py b/benchmarks/bench_cbma.py
index 52fb27be4..dd6cf83b4 100644
--- a/benchmarks/bench_cbma.py
+++ b/benchmarks/bench_cbma.py
@@ -1,3 +1,5 @@
+import os
+
 import nimare
 from nimare.meta.cbma import ALE, MKDADensity, KDA, MKDAChi2
 from nimare.tests.utils import get_test_data_path
@@ -5,8 +7,7 @@
 
 class TimeCBMA:
     def setup(self):
-        self.dataset = nimare.dataset.Dataset(get_test_data_path())
-
+        self.dataset = nimare.dataset.Dataset(os.path.join(get_test_data_path(), "test_pain_dataset.json"))
     def time_ale(self):
         meta = ALE()
         meta.fit(self.dataset)
@@ -21,4 +22,4 @@ def time_kda(self):
 
     def time_mkdachi2(self):
         meta = MKDAChi2()
-        meta.fit(self.dataset)
+        meta.fit(self.dataset, self.dataset)