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1090115
int64 1.29k
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int64 5.98k
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256,192
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92,542
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1,085,733
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50,891
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480,536
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991,032
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65,627
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1,079,434
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1,003,884
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217,246
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149,801
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121,023
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691,709
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656,376
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1,096,628
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922,593
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MS MARCO Subset
Purpose
This subset provides a standardized benchmark for evaluating sparse model performance on MS MARCO data, with negative examples pooled using BM25 retrieval.
Creation
This subset was created using the make_beir_subset.py script with the following command:
python ./make_beir_subset.py --dataset msmarco --es-host http://localhost:9200 --force-reindex --split dev
Parameters Used
- Dataset: msmarco
- Split: dev (development set)
- ES Host: http://localhost:9200
- Force Reindex: Enabled (overwrote existing Elasticsearch index)
- Default settings:
- Number of queries: 1000 (or available queries if fewer)
- Pool size: 100 documents per query
- Pooler: elastic (BM25 retrieval)
- Seed: 42
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