Sync from v0.13

tests/models/language/pooling_mteb_test/test_cross_encoder.py

@@ -0,0 +1,31 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
+import pytest
+
+from tests.models.utils import (
+    CLSPoolingRerankModelInfo,
+    LASTPoolingRerankModelInfo,
+    RerankModelInfo,
+)
+
+from .mteb_utils import mteb_test_rerank_models
+
+RERANK_MODELS = [
+    CLSPoolingRerankModelInfo(
+        "cross-encoder/ms-marco-TinyBERT-L-2-v2",
+        mteb_score=0.32898,
+        architecture="BertForSequenceClassification",
+    ),
+    LASTPoolingRerankModelInfo(
+        "tomaarsen/Qwen3-Reranker-0.6B-seq-cls",
+        mteb_score=0.25736,
+        architecture="Qwen3ForSequenceClassification",
+    ),
+]
+
+
+@pytest.mark.parametrize("model_info", RERANK_MODELS)
+def test_rerank_models_mteb(
+    hf_runner, vllm_runner, model_info: RerankModelInfo
+) -> None:
+    mteb_test_rerank_models(hf_runner, vllm_runner, model_info)