regression.msmarco-doc-segmented-unicoil.yaml Maven / Gradle / Ivy

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---
corpus: msmarco-doc-segmented-unicoil
corpus_path: collections/msmarco/msmarco-doc-segmented-unicoil/

download_url: https://rgw.cs.uwaterloo.ca/JIMMYLIN-bucket0/data/msmarco-doc-segmented-unicoil.tar
download_checksum: 6a00e2c0c375cb1e52c83ae5ac377ebb

index_path: indexes/lucene-index.msmarco-doc-segmented-unicoil/
collection_class: JsonVectorCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 16
index_options: -impact -pretokenized -storeDocvectors
index_stats:
  documents: 20545677
  documents (non-empty): 20545677
  total terms: 214505277898

metrics:
  - metric: AP@1000
    command: tools/eval/trec_eval.9.0.4/trec_eval
    params: -c -m map
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: RR@100
    command: tools/eval/trec_eval.9.0.4/trec_eval
    params: -c -M 100 -m recip_rank
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: R@100
    command: tools/eval/trec_eval.9.0.4/trec_eval
    params: -c -m recall.100
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: R@1000
    command: tools/eval/trec_eval.9.0.4/trec_eval
    params: -c -m recall.1000
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false

topic_reader: TsvInt
topic_root: src/main/resources/topics-and-qrels/
qrels_root: src/main/resources/topics-and-qrels/
topics:
  - name: "[MS MARCO Doc: Dev](https://github.com/microsoft/MSMARCO-Document-Ranking)"
    id: dev
    path: topics.msmarco-doc.dev.unicoil.tsv.gz
    qrel: qrels.msmarco-doc.dev.txt

models:
  - name: unicoil
    display: uniCOIL (with doc2query-T5 expansions)
    params: -impact -pretokenized -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
    results:
      AP@1000:
        - 0.3535
      RR@100:
        - 0.3531
      R@100:
        - 0.8858
      R@1000:
        - 0.9546
  - name: rm3
    display: +RM3
    params: -impact -pretokenized -rm3 -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
    results:
      AP@1000:
        - 0.3186
      RR@100:
        - 0.3182
      R@100:
        - 0.8800
      R@1000:
        - 0.9615
  - name: rocchio
    display: +Rocchio
    params: -impact -pretokenized -rocchio -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
    results:
      AP@1000:
        - 0.3256
      RR@100:
        - 0.3252
      R@100:
        - 0.8848
      R@1000:
        - 0.9619