diff --git a/.github/workflows/python-tests.yaml b/.github/workflows/python-tests.yaml
index 5359a8d..d55acbf 100644
--- a/.github/workflows/python-tests.yaml
+++ b/.github/workflows/python-tests.yaml
@@ -65,4 +65,16 @@ jobs:
 
       - name: Run tests
         run: |
-          poetry run pytest
\ No newline at end of file
+          poetry run pytest --cov --cov-report=xml
+
+      - name: Upload coverage to Codecov
+        uses: codecov/codecov-action@v4
+        with:
+          directory: ./coverage/reports/
+          env_vars: OS,PYTHON
+          fail_ci_if_error: true
+          files: ./coverage.xml,!./cache
+          flags: unittests
+          name: coverage-neurobench
+          token: ${{ secrets.CODECOV_TOKEN }}
+          verbose: true
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 7e707e6..749df77 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -80,6 +80,39 @@ testpaths = [
     "tests/test_metrics.py",
 ]
 
+[tool.coverage.run]
+branch = true
+include = [
+    "neurobench/*",
+]
+omit = [
+    "neurobench/examples/*",
+    "neurobench/datasets/*",
+    "neurobench/tests/*",
+]
+
+[tool.coverage.report]
+
+exclude_also = [
+    "def __repr__",
+    "if self\\.debug",
+    "raise AssertionError",
+    "raise NotImplementedError",
+
+    # Don't complain if non-runnable code isn't run:
+    "if 0:",
+    "if __name__ == .__main__.:",
+
+    # Don't complain about abstract methods, they aren't run:
+    "@(abc\\.)?abstractmethod",
+    ]
+
+ignore_errors = true
+format = 'markdown'
+
+[tool.coverage.xml]
+output = "coverage/reports/coverage.xml"
+
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"