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AITeamVN
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Vietnamese_Embedding

Sentence Similarity
sentence-transformers
ONNX
Safetensors
Vietnamese
xlm-roberta
Embedding
text-embeddings-inference
Model card Files
xet
 Community
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- | Model | Accuracy@1 | Accuracy@3 | Accuracy@5 | Accuracy@10 | Precision@1 | Precision@3 | Precision@5 | Precision@10 | Recall@1 | Recall@3 | Recall@5 | Recall@10 | NDCG@10 | MRR@10 | MAP@100 |
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- |----------------------|------------|------------|------------|-------------|-------------|--------------|--------------|---------------|-----------|-----------|-----------|------------|---------|--------|---------|
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- vietnamese-bi-encoder | 0.8169 | 0.9108 | 0.9437 | 0.9640 | 0.8169 | 0.3099 | 0.1931 | 0.0987 | 0.8020 | 0.9045 | 0.9390 | 0.9601 | 0.8882 | 0.8685 | 0.8652 |
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- | sup-SimCSE-VietNamese-phobert-base | 0.5540 | 0.7308 | 0.7981 | 0.8748 | 0.5540 | 0.2473 | 0.1621 | 0.0892 | 0.5446 | 0.7246 | 0.7903 | 0.8693 | 0.7068 | 0.6587 | 0.6592 |
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- | halong_embedding (768) | 0.8294 | 0.9233 | 0.9437 | 0.9687 | 0.8294 | 0.3146 | 0.1931 | 0.0991 | 0.8146 | 0.9178 | 0.9390 | 0.9640 | 0.8976 | 0.8799 | 0.8763 |
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- | halong_embedding (512) | 0.8138 | 0.9233 | 0.9390 | 0.9703 | 0.8138 | 0.3146 | 0.1922 | 0.0992 | 0.7989 | 0.9178 | 0.9343 | 0.9656 | 0.8917 | 0.8715 | 0.8678 |
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- | halong_embedding (256) | 0.7934 | 0.8967 | 0.9280 | 0.9593 | 0.7934 | 0.3062 | 0.1900 | 0.0981 | 0.7786 | 0.8920 | 0.9233 | 0.9546 | 0.8743 | 0.8520 | 0.8489 |
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- | halong_embedding (128) | 0.7840 | 0.8951 | 0.9264 | 0.9515 | 0.7840 | 0.3046 | 0.1894 | 0.0975 | 0.7707 | 0.8889 | 0.9210 | 0.9476 | 0.8669 | 0.8439 | 0.8412 |
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- | halong_embedding (64) | 0.6980 | 0.8435 | 0.8920 | 0.9358 | 0.6980 | 0.2864 | 0.1815 | 0.0958 | 0.6854 | 0.8365 | 0.8842 | 0.9311 | 0.8145 | 0.7805 | 0.7775 |
 
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+ | Model | Accuracy@1 | Accuracy@3 | Accuracy@5 | Accuracy@10 | Accuracy@100 | MRR@10 |
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+ |----------------------|------------|------------|------------|-------------|-------------|--------------|
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+ | vietnamese-bi-encoder | 0.8169 | 0.9108 | 0.9437 | 0.9640 | 0.8169 | 0.3099 |
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+ | halong_embedding (768) | 0.8294 | 0.9233 | 0.9437 | 0.9687 | 0.8294 | 0.3146 |
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+ | halong_embedding (512) | 0.8138 | 0.9233 | 0.9390 | 0.9703 | 0.8138 | 0.3146 |
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+ | halong_embedding (256) | 0.7934 | 0.8967 | 0.9280 | 0.9593 | 0.7934 | 0.3062 |
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+ | halong_embedding (128) | 0.7840 | 0.8951 | 0.9264 | 0.9515 | 0.7840 | 0.3046 |
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+ | halong_embedding (64) | 0.6980 | 0.8435 | 0.8920 | 0.9358 | 0.6980 | 0.2864 |