Update README.md

README.md

@@ -512,12 +512,23 @@ for doc, score in zip(sorted_docs, sorted_scores):
 * Datasets: [huyydangg/LEGAL-EVAL-Dataset](https://huggingface.co/datasets/quanghuy123/LEGAL-EVAL-Dataset)
 * Evaluated with [<code>InformationRetrievalEvaluator</code>](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.InformationRetrievalEvaluator)
 
-| Model               | dim_768    | dim_512    | dim_256    | dim_128    | dim_64     |
-|:--------------------|:-----------|:-----------|:-----------|:-----------|:-----------|
-| bkai-foundation-models/vietnamese-bi-encoder   | 0.4645     | 0.4628     | 0.4494     | 0.4233     | 0.3744     |
-| VoVanPhuc/sup-SimCSE-VietNamese-phobert-base   | 0.4033     | 0.3902     | 0.3835     | 0.3785     | 0.3695      |
-| hiieu/halong_embedding  | 0.6242     | 0.6134      | 0.5983     | 0.5878     | 0.5762     |
-| huyydangg/DEk21_hcmute_embedding  | 0.8112      | 0.8074     | 0.8022     | 0.7937     | 0.7718     |
+| model                                        | type   |   ndcg@3 |   ndcg@5 |   ndcg@10 |    mrr@3 |    mrr@5 |   mrr@10 |
+|:---------------------------------------------|:-------|---------:|---------:|----------:|---------:|---------:|---------:|
+| huyydangg/DEk21_hcmute_embedding_wseg        | dense  | 0.908405 | 0.914792 |  0.917742 | 0.889583 | 0.893099 | 0.894266 |
+| AITeamVN/Vietnamese_Embedding                | dense  | 0.842687 | 0.854993 |  0.865006 | 0.822135 | 0.82901  | 0.833389 |
+| bkai-foundation-models/vietnamese-bi-encoder | hybrid | 0.827247 | 0.844781 |  0.846937 | 0.799219 | 0.809505 | 0.806771 |
+| bkai-foundation-models/vietnamese-bi-encoder | dense  | 0.814116 | 0.82965  |  0.839567 | 0.796615 | 0.805286 | 0.809572 |
+| AITeamVN/Vietnamese_Embedding                | hybrid | 0.788724 | 0.810062 |  0.820797 | 0.758333 | 0.77224  | 0.776461 |
+| BAAI/bge-m3                                  | dense  | 0.784056 | 0.80665  |  0.817016 | 0.763281 | 0.775859 | 0.780293 |
+| BAAI/bge-m3                                  | hybrid | 0.775239 | 0.797382 |  0.811962 | 0.747656 | 0.763333 | 0.77128  |
+| huyydangg/DEk21_hcmute_embedding             | dense  | 0.752173 | 0.769259 |  0.785101 | 0.72474  | 0.734427 | 0.741076 |
+| hiieu/halong_embedding                       | hybrid | 0.73627  | 0.757183 |  0.779169 | 0.710417 | 0.721901 | 0.731976 |
+| bm25                                         | bm25   | 0.728122 | 0.74974  |  0.761612 | 0.699479 | 0.711198 | 0.715738 |
+| dangvantuan/vietnamese-embedding             | dense  | 0.718971 | 0.746521 |  0.763416 | 0.696354 | 0.711953 | 0.718854 |
+| dangvantuan/vietnamese-embedding             | hybrid | 0.71711  | 0.743537 |  0.758315 | 0.690104 | 0.704792 | 0.712261 |
+| VoVanPhuc/sup-SimCSE-VietNamese-phobert-base | hybrid | 0.688483 | 0.713829 |  0.733894 | 0.660156 | 0.671198 | 0.676961 |
+| hiieu/halong_embedding                       | dense  | 0.656377 | 0.675881 |  0.701368 | 0.630469 | 0.641406 | 0.652057 |
+| VoVanPhuc/sup-SimCSE-VietNamese-phobert-base | dense  | 0.558852 | 0.584799 |  0.611329 | 0.536979 | 0.55112  | 0.562218 |
 ## Citation
 
 You can cite our work as below: