regression.dl23-passage.yaml Maven / Gradle / Ivy

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---
corpus: msmarco-v2-passage
corpus_path: collections/msmarco/msmarco_v2_passage/

index_path: indexes/lucene-inverted.msmarco-v2-passage/
collection_class: MsMarcoV2PassageCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 24
index_options: -storeRaw
index_stats:
  documents: 138364198
  documents (non-empty): 138364197
  total terms: 4673266800

metrics:
  - metric: MAP@100
    command: bin/trec_eval
    params: -c -M 100 -m map -l 2
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: MRR@100
    command: bin/trec_eval
    params: -c -M 100 -m recip_rank -l 2
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: nDCG@10
    command: bin/trec_eval
    params: -c -m ndcg_cut.10
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: R@100
    command: bin/trec_eval
    params: -c -m recall.100 -l 2
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: R@1000
    command: bin/trec_eval
    params: -c -m recall.1000 -l 2
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false

topic_reader: TsvInt
topics:
  - name: "[DL23 (Passage)](https://microsoft.github.io/msmarco/TREC-Deep-Learning)"
    id: dl23
    path: topics.dl23.txt
    qrel: qrels.dl23-passage.txt

models:
  - name: bm25-default
    display: BM25 (default)
    params: -bm25
    results:
      MAP@100:
        - 0.0793
      MRR@100:
        - 0.3803
      nDCG@10:
        - 0.2627
      R@100:
        - 0.2329
      R@1000:
        - 0.4346
  - name: bm25-default+rm3
    display: +RM3
    params: -bm25 -rm3 -collection MsMarcoV2PassageCollection
    results:
      MAP@100:
        - 0.0806
      MRR@100:
        - 0.3467
      nDCG@10:
        - 0.2602
      R@100:
        - 0.2279
      R@1000:
        - 0.4748
  - name: bm25-default+rocchio
    display: +Rocchio
    params: -bm25 -rocchio -collection MsMarcoV2PassageCollection
    results:
      MAP@100:
        - 0.0801
      MRR@100:
        - 0.3512
      nDCG@10:
        - 0.2653
      R@100:
        - 0.2379
      R@1000:
        - 0.4810