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README.md
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## Quality Benchmarks
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**PIXIE-Splade-Preview** delivers consistently strong performance across a diverse set of domain-specific and open-domain benchmarks in Korean, demonstrating its effectiveness in real-world search applications.
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The table below presents the retrieval performance of several embedding models evaluated on a variety of Korean MTEB benchmarks.
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We report Normalized Discounted Cumulative Gain (NDCG) scores, which measure how well a ranked list of documents aligns with ground truth relevance. Higher values indicate better retrieval quality.
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- **Avg. NDCG**: Average of NDCG@1, @3, @5, and @10 across all benchmark datasets.
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- **NDCG@k**: Relevance quality of the top-*k* retrieved results.
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## Quality Benchmarks
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| 48 |
**PIXIE-Splade-Preview** delivers consistently strong performance across a diverse set of domain-specific and open-domain benchmarks in Korean, demonstrating its effectiveness in real-world search applications.
|
| 49 |
The table below presents the retrieval performance of several embedding models evaluated on a variety of Korean MTEB benchmarks.
|
| 50 |
+
We report **Normalized Discounted Cumulative Gain (NDCG)** scores, which measure how well a ranked list of documents aligns with ground truth relevance. Higher values indicate better retrieval quality.
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| 51 |
- **Avg. NDCG**: Average of NDCG@1, @3, @5, and @10 across all benchmark datasets.
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| 52 |
- **NDCG@k**: Relevance quality of the top-*k* retrieved results.
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| 53 |
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