code: def test_bert_base() -> None:
      pretrained_model_score("bert-base-nli-mean-tokens", 86.53)
      pretrained_model_score("bert-base-nli-max-tokens", 87.00)
      pretrained_model_score("bert-base-nli-cls-token", 85.93)
      pretrained_model_score("bert-base-nli-stsb-mean-tokens", 89.26)
  
imports: import csv
  import gzip
  import os
  from functools import partial
  import pytest
  from sentence_transformers import InputExample, SentenceTransformer, util
  from sentence_transformers.evaluation import EmbeddingSimilarityEvaluator
label_desc: Use image node_id 11 for calling a global function with example usage: test_bert_base() without return types