diff --git a/python/cuml/tests/test_metrics.py b/python/cuml/tests/test_metrics.py
index ef8f431e28..59edee6b1c 100644
--- a/python/cuml/tests/test_metrics.py
+++ b/python/cuml/tests/test_metrics.py
@@ -390,7 +390,6 @@ def test_silhouette_samples_batched(metric, chunk_divider, labeled_clusters):
         assert False
 
 
-@pytest.mark.xfail
 def test_silhouette_score_batched_non_monotonic():
     vecs = np.array(
         [[0.0, 0.0, 0.0], [1.0, 1.0, 1.0], [2.0, 2.0, 2.0], [10.0, 10.0, 10.0]]
diff --git a/python/cuml/tests/test_spectral_clustering.py b/python/cuml/tests/test_spectral_clustering.py
index 799e68b322..90095709ef 100644
--- a/python/cuml/tests/test_spectral_clustering.py
+++ b/python/cuml/tests/test_spectral_clustering.py
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: Copyright (c) 2025-2026, NVIDIA CORPORATION.
+# SPDX-FileCopyrightText: Copyright (c) 2025-2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
 # SPDX-License-Identifier: Apache-2.0
 #
 
@@ -243,7 +243,6 @@ def test_precomputed_matrix_formats(converter, dtype):
     assert ari > min_ari
 
 
-@pytest.mark.xfail(reason="https://github.com/rapidsai/cuml/issues/7714")
 @given(
     n_samples=st.integers(min_value=100, max_value=2000),
     n_features=st.integers(min_value=2, max_value=20),
diff --git a/python/cuml/tests/test_tsne.py b/python/cuml/tests/test_tsne.py
index 6606a7ba09..23a3ab3bf2 100644
--- a/python/cuml/tests/test_tsne.py
+++ b/python/cuml/tests/test_tsne.py
@@ -392,7 +392,6 @@ def test_tsne_distance_metrics(metric):
     assert array_equal(sk_trust, cuml_trust, 0.05, with_sign=True)
 
 
-@pytest.mark.xfail(reason="https://github.com/rapidsai/cuml/issues/6682")
 @pytest.mark.parametrize("method", ["fft", "barnes_hut", "exact"])
 @pytest.mark.parametrize(
     "metric", ["l2", "euclidean", "cityblock", "l1", "manhattan", "cosine"]
diff --git a/python/cuml/tests/test_umap.py b/python/cuml/tests/test_umap.py
index 4d1b89f353..7c09b901e1 100644
--- a/python/cuml/tests/test_umap.py
+++ b/python/cuml/tests/test_umap.py
@@ -64,12 +64,7 @@ def test_blobs_cluster(nrows, n_feats, build_algo):
     [
         pytest.param(
             500,
-            marks=[
-                pytest.mark.unit,
-                pytest.mark.xfail(
-                    reason="https://github.com/rapidsai/cuvs/issues/184"
-                ),
-            ],
+            marks=pytest.mark.unit,
         ),
         quality_param(5000),
         stress_param(500000),