diff --git a/pkgs/development/python-modules/mean-average-precision/default.nix b/pkgs/development/python-modules/mean-average-precision/default.nix
new file mode 100644
index 000000000000..24a4d65aaf67
--- /dev/null
+++ b/pkgs/development/python-modules/mean-average-precision/default.nix
@@ -0,0 +1,45 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchFromGitHub,
+  setuptools,
+  numpy,
+  pandas,
+}:
+
+buildPythonPackage rec {
+  pname = "mean-average-precision";
+  version = "2024.01.05.0";
+  pyproject = true;
+
+  src = fetchFromGitHub {
+    owner = "bes-dev";
+    repo = "mean_average_precision";
+    rev = "refs/tags/${version}";
+    hash = "sha256-qo160L+oJsHERVOV0qdiRIZPMjvSlUmMTrAzThfrQSs=";
+  };
+
+  build-system = [
+    setuptools
+  ];
+
+  dependencies = [
+    numpy
+    pandas
+  ];
+
+  pythonImportsCheck = [
+    "mean_average_precision"
+  ];
+
+  # No tests
+  doCheck = false;
+
+  meta = {
+    description = "Mean Average Precision for Object Detection";
+    homepage = "https://github.com/bes-dev/mean_average_precision";
+    changelog = "https://github.com/bes-dev/mean_average_precision/blob/${version}/CHANGELOG.md";
+    license = lib.licenses.mit;
+    maintainers = with lib.maintainers; [ drupol ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 453d627ff5ea..f5ff04fc456a 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -7855,6 +7855,8 @@ self: super: with self; {
 
   mdp = callPackage ../development/python-modules/mdp { };
 
+  mean-average-precision = callPackage ../development/python-modules/mean-average-precision { };
+
   measurement = callPackage ../development/python-modules/measurement { };
 
   meater-python = callPackage ../development/python-modules/meater-python { };