diff --git a/tests/retrieval/test_recall_precision.py b/tests/retrieval/test_recall_precision.py
index 5b3a1a8164c..ad405759e8e 100644
--- a/tests/retrieval/test_recall_precision.py
+++ b/tests/retrieval/test_recall_precision.py
@@ -13,17 +13,16 @@
 # limitations under the License.
 
 
-from functools import partial
 from typing import Tuple, Union
 
 import numpy as np
 import pytest
-import torch
 from numpy import array
 from torch import Tensor, tensor
 
+from tests import MetricTester
 from tests.helpers import seed_all
-from tests.helpers.testers import MetricTester
+from tests.retrieval.helpers import _irs
 from tests.retrieval.helpers import get_group_indexes
 from tests.retrieval.test_precision import _precision_at_k
 from tests.retrieval.test_recall import _recall_at_k
@@ -106,3 +105,39 @@ def test_compute_recall_at_precision_metric():
         min_precision,
     )
     assert res == (tensor(0.5000), 1)
+
+
+@pytest.mark.parametrize(
+    "indexes,preds,target",
+    [
+        (i, p,t) for i, p, t in zip(_irs.indexes, _irs.preds, _irs.target)
+    ]
+)
+@pytest.mark.parametrize("ddp", [False])
+@pytest.mark.parametrize("dist_sync_on_step", [False])
+@pytest.mark.parametrize("empty_target_action", ["skip", "neg", "pos"])
+@pytest.mark.parametrize("ignore_index", [None, 1])  # avoid setting 0, otherwise test with all 0 targets will fail
+@pytest.mark.parametrize("max_k", [None, 1, 4, 10])
+@pytest.mark.parametrize("min_precision", [.0, .2])
+class TestRetrievalRecallAtFixedPrecision(MetricTester):
+    atol = 0.02
+
+    def test_12312312(
+        self, indexes, preds, target, ddp, dist_sync_on_step, empty_target_action, ignore_index, max_k, min_precision
+    ):
+
+        self.run_class_metric_test(
+            ddp=ddp,
+            indexes=indexes,
+            preds=preds,
+            target=target,
+            metric_class=RetrievalRecallAtFixedPrecision,
+            sk_metric=_compute_recall_at_precision_metric,
+            dist_sync_on_step=dist_sync_on_step,
+            metric_args={
+                "max_k": max_k,
+                "min_precision": min_precision,
+                "ignore_index": ignore_index,
+                "empty_target_action": empty_target_action,
+            },
+        )