regression.dl23-doc-segmented.unicoil-noexp-0shot-v2.cached.yaml Maven / Gradle / Ivy

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---
corpus: msmarco-v2-doc-segmented-unicoil-noexp-0shot-v2
corpus_path: collections/msmarco/msmarco_v2_doc_segmented_unicoil_noexp_0shot_v2/

download_url: https://rgw.cs.uwaterloo.ca/JIMMYLIN-bucket0/data/msmarco_v2_doc_segmented_unicoil_noexp_0shot_v2.tar
download_checksum: 97ba262c497164de1054f357caea0c63
download_corpus: msmarco_v2_doc_segmented_unicoil_noexp_0shot_v2

index_path: indexes/lucene-inverted.msmarco-v2-doc-segmented.unicoil-noexp-0shot-v2/
collection_class: JsonVectorCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 24
index_options: -impact -pretokenized -storeRaw
index_stats:
  documents: 124131404
  documents (non-empty): 124131404
  total terms: 820664704261

metrics:
  - metric: MAP@100
    command: bin/trec_eval
    params: -c -M 100 -m map
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: no
  - metric: MRR@100
    command: bin/trec_eval
    params: -c -M 100 -m recip_rank
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: true
  - metric: nDCG@10
    command: bin/trec_eval
    params: -c -m ndcg_cut.10
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: true
  - metric: R@100
    command: bin/trec_eval
    params: -c -m recall.100
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: R@1000
    command: bin/trec_eval
    params: -c -m recall.1000
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false

topic_reader: TsvInt
topics:
  - name: "[DL23 (Doc)](https://microsoft.github.io/msmarco/TREC-Deep-Learning)"
    id: dl23
    path: topics.dl23.unicoil-noexp.0shot.tsv.gz
    qrel: qrels.dl23-doc.txt

models:
  - name: unicoil-noexp-0shot-cached
    display: uniCOIL (noexp) zero-shot
    params: -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000 -impact -pretokenized
    results:
      MAP@100:
        - 0.1413
      MRR@100:
        - 0.7712
      nDCG@10:
        - 0.3898
      R@100:
        - 0.2949
      R@1000:
        - 0.5462
  - name: unicoil-noexp-0shot-cached+rm3
    display: +RM3
    params: -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000 -impact -pretokenized -rm3 -collection JsonVectorCollection
    results:
      MAP@100:
        - 0.1691
      MRR@100:
        - 0.7430
      nDCG@10:
        - 0.4058
      R@100:
        - 0.3274
      R@1000:
        - 0.6011
  - name: unicoil-noexp-0shot-cached+rocchio
    display: +Rocchio
    params: -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000 -impact -pretokenized -rocchio -collection JsonVectorCollection
    results:
      MAP@100:
        - 0.1717
      MRR@100:
        - 0.7717
      nDCG@10:
        - 0.4120
      R@100:
        - 0.3300
      R@1000:
        - 0.6122