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text2vec-base-chinese
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xuming 2022-03-14 06:42:55 +00:00 committed by huggingface-web
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@ -19,11 +19,11 @@ For an automated evaluation of this model, see the *Evaluation Benchmark*: [text
- chinese text matching task： - chinese text matching task：
| Arch | Backbone | Model Name | ATEC | BQ | LCQMC | PAWSX | STS-B | Avg | QPS | | Model Name | ATEC | BQ | LCQMC | PAWSX | STS-B | Avg | QPS |
| :-- | :--- | :---- | :-: | :-: | :-: | :-: | :-: | :-: | :-: | | :-- | :--- | :---- | :-: | :-: | :-: | :-: | :-: | :-: | :-: |
| Word2Vec | word2vec | w2v-light-tencent-chinese | 20.00 | 31.49 | 59.46 | 2.57 | 55.78 | 33.86 | 10283 | | w2v-light-tencent-chinese | 20.00 | 31.49 | 59.46 | 2.57 | 55.78 | 33.86 | 10283 |
| SBERT | xlm-roberta-base | paraphrase-multilingual-MiniLM-L12-v2 | 18.42 | 38.52 | 63.96 | 10.14 | 78.90 | 41.99 | 2371 | | paraphrase-multilingual-MiniLM-L12-v2 | 18.42 | 38.52 | 63.96 | 10.14 | 78.90 | 41.99 | 2371 |
| CoSENT | hfl/chinese-macbert-base | text2vec-base-chinese | 31.93 | 42.67 | 70.16 | 17.21 | 79.30 | **48.25** | 2572 | | text2vec-base-chinese | 31.93 | 42.67 | 70.16 | 17.21 | 79.30 | **48.25** | 2572 |
## Usage (text2vec) ## Usage (text2vec)