regression.msmarco-v2.1-doc.yaml Maven / Gradle / Ivy

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---
corpus: msmarco-v2.1-doc
corpus_path: collections/msmarco/msmarco_v2.1_doc/

index_path: indexes/lucene-inverted.msmarco-v2.1-doc/
collection_class: MsMarcoV2DocCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 24
index_options: -storeRaw
index_stats:
  documents: 10960555
  documents (non-empty): 10960555
  total terms: 12710796540

metrics:
  - metric: MAP@100
    command: bin/trec_eval
    params: -c -M 100 -m map
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: true
  - 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: 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: "[MS MARCO V2 Doc: Dev](https://microsoft.github.io/msmarco/TREC-Deep-Learning.html)"
    id: dev
    path: topics.msmarco-v2-doc.dev.txt
    qrel: qrels.msmarco-v2.1-doc.dev.txt
  - name: "[MS MARCO V2 Doc: Dev2](https://microsoft.github.io/msmarco/TREC-Deep-Learning.html)"
    id: dev2
    path: topics.msmarco-v2-doc.dev2.txt
    qrel: qrels.msmarco-v2.1-doc.dev2.txt

models:
  - name: bm25-default
    display: BM25 (default)
    params: -bm25
    results:
      MAP@100:
        - 0.1634
        - 0.1711
      MRR@100:
        - 0.1654
        - 0.1732
      R@100:
        - 0.6104
        - 0.6087
      R@1000:
        - 0.8114
        - 0.8069