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@@ -34,14 +34,14 @@ We compare the performance of this released version of CompactDS with the two in
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  **Table: Comparison between the RAG performance of three versions of CompactDS at k=10. Best results are in bold.**
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  | | Index Size | MMLU | MMLU Pro | AGI Eval | MATH | GPQA | **AVG** |
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  |------------------|--------|------------|------|----------|----------|------|------|
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- | **No Retrieval** | - | 68.9 | 39.8 | 56.2 | 46.9 | 29.9 | 48.3 |
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- | ***All 12 data sources with # Sub quantizer = 64***| | | | | | |
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  | ANN Only | 125GB | 75.0 | 50.9 | 57.9 | 53.0 | 34.8 | 54.3 |
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  | ANN + Exact Search | 125GB | 74.4 | 51.7 | **59.2** | 54.6 | 30.8 | 54.1 |
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- | ***All 12 data sources with # Sub quantizer = 256**** | | | | | | | |
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  | ANN Only | 456GB | **75.3** | 50.1 | 57.4 | 51.9 | **36.4** | 54.2 |
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  | ANN + Exact Search | 456GB | **75.3** | **53.1** | 58.9 | **55.9** | 32.4 | **55.1** |
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- | ***Excluding Textbook/Books with # Sub quantizer = 64*** | | | | | | | |
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  | ANN Only | 102GB | 73.6 | 46.8 | 57.5 | 51.6 | 30.8 | 52.0 |
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  | ANN + Exact Search | 102GB | 74.0 | 48.1 | 57.2 | 53.9 | 33.0 | 53.3 |
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  **Table: Comparison between the RAG performance of three versions of CompactDS at k=10. Best results are in bold.**
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  | | Index Size | MMLU | MMLU Pro | AGI Eval | MATH | GPQA | **AVG** |
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  |------------------|--------|------------|------|----------|----------|------|------|
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+ | No Retrieval | - | 68.9 | 39.8 | 56.2 | 46.9 | 29.9 | 48.3 |
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+ | *All 12 data sources with # Sub quantizer = 64*| | | | | | |
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  | ANN Only | 125GB | 75.0 | 50.9 | 57.9 | 53.0 | 34.8 | 54.3 |
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  | ANN + Exact Search | 125GB | 74.4 | 51.7 | **59.2** | 54.6 | 30.8 | 54.1 |
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+ | *All 12 data sources with # Sub quantizer = 256* | | | | | | | |
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  | ANN Only | 456GB | **75.3** | 50.1 | 57.4 | 51.9 | **36.4** | 54.2 |
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  | ANN + Exact Search | 456GB | **75.3** | **53.1** | 58.9 | **55.9** | 32.4 | **55.1** |
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+ | ***Excluding Textbook/Books with # Sub quantizer = 64 (This datastore)*** | | | | | | | |
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  | ANN Only | 102GB | 73.6 | 46.8 | 57.5 | 51.6 | 30.8 | 52.0 |
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  | ANN + Exact Search | 102GB | 74.0 | 48.1 | 57.2 | 53.9 | 33.0 | 53.3 |
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