regression.dl21-passage.yaml Maven / Gradle / Ivy

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

index_path: indexes/lucene-index.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: tools/eval/trec_eval.9.0.4/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: tools/eval/trec_eval.9.0.4/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: tools/eval/trec_eval.9.0.4/trec_eval
    params: -c -m ndcg_cut.10
    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 -l 2
    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 -l 2
    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: "[DL21 (Passage)](https://microsoft.github.io/msmarco/TREC-Deep-Learning)"
    id: dl21
    path: topics.dl21.txt
    qrel: qrels.dl21-passage.txt

models:
  - name: bm25-default
    display: BM25 (default)
    params: -bm25
    results:
      MAP@100:
        - 0.1357
      MRR@100:
        - 0.5060
      nDCG@10:
        - 0.4458
      R@100:
        - 0.3261
      R@1000:
        - 0.6149
  - name: bm25-default+rm3
    display: +RM3
    params: -bm25 -rm3 -collection MsMarcoV2PassageCollection
    results:
      MAP@100:
        - 0.1666
      MRR@100:
        - 0.5202
      nDCG@10:
        - 0.4455
      R@100:
        - 0.3499
      R@1000:
        - 0.6616
  - name: bm25-default+rocchio
    display: +Rocchio
    params: -bm25 -rocchio -collection MsMarcoV2PassageCollection
    results:
      MAP@100:
        - 0.1704
      MRR@100:
        - 0.5440
      nDCG@10:
        - 0.4544
      R@100:
        - 0.3600
      R@1000:
        - 0.6709