regression.msmarco-doc-docTTTTTquery.yaml Maven / Gradle / Ivy

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---
corpus: msmarco-doc-docTTTTTquery
corpus_path: collections/msmarco/msmarco-doc-docTTTTTquery/

index_path: indexes/lucene-index.msmarco-doc-docTTTTTquery/
collection_class: JsonCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 7
index_options: -storePositions -storeDocvectors -storeRaw
index_stats:
  documents: 3213835
  documents (non-empty): 3213835
  total terms: 3748343494

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.txt
    qrel: qrels.msmarco-doc.dev.txt

models:
  - name: bm25-default
    display: BM25 (default)
    params: -bm25
    results:
      AP@1000:
        - 0.2886
      RR@100:
        - 0.2880
      R@100:
        - 0.7993
      R@1000:
        - 0.9259
  - name: bm25-default+rm3
    display: +RM3
    params: -bm25 -rm3
    results:
      AP@1000:
        - 0.1841
      RR@100:
        - 0.1834
      R@100:
        - 0.7422
      R@1000:
        - 0.9126
  - name: bm25-default+rocchio
    display: +Rocchio
    params: -bm25 -rocchio
    results:
      AP@1000:
        - 0.1841
      RR@100:
        - 0.1833
      R@100:
        - 0.7441
      R@1000:
        - 0.9128
  - name: bm25-tuned
    display: BM25 (tuned)
    params: -bm25 -bm25.k1 4.68 -bm25.b 0.87
    results:
      AP@1000:
        - 0.3273
      RR@100:
        - 0.3269
      R@100:
        - 0.8612
      R@1000:
        - 0.9553
  - name: bm25-tuned+rm3
    display: +RM3
    params: -bm25 -bm25.k1 4.68 -bm25.b 0.87 -rm3
    results:
      AP@1000:
        - 0.2628
      RR@100:
        - 0.2623
      R@100:
        - 0.8390
      R@1000:
        - 0.9522
  - name: bm25-tuned+rocchio
    display: +Rocchio
    params: -bm25 -bm25.k1 4.68 -bm25.b 0.87 -rocchio
    results:
      AP@1000:
        - 0.2648
      RR@100:
        - 0.2643
      R@100:
        - 0.8448
      R@1000:
        - 0.9534