regression.dl20-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@100
    command: tools/eval/trec_eval.9.0.4/trec_eval
    params: -c -M 100 -m map # Note, this is different DL 2020 passage ranking!
    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
    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: "[DL20 (Doc)](https://trec.nist.gov/data/deep2020.html)"
    id: dl20
    path: topics.dl20.txt
    qrel: qrels.dl20-doc.txt

models:
  - name: bm25-default
    display: BM25 (default)
    params: -bm25
    results:
      AP@100:
        - 0.4230
      nDCG@10:
        - 0.5885
      R@100:
        - 0.6414
      R@1000:
        - 0.8403
  - name: bm25-default+rm3
    display: +RM3
    params: -bm25 -rm3
    results:
      AP@100:
        - 0.4230
      nDCG@10:
        - 0.5427
      R@100:
        - 0.6554
      R@1000:
        - 0.8631
  - name: bm25-default+rocchio
    display: +Rocchio
    params: -bm25 -rocchio
    results:
      AP@100:
        - 0.4218
      nDCG@10:
        - 0.5416
      R@100:
        - 0.6627
      R@1000:
        - 0.8641
  - name: bm25-tuned
    display: BM25 (tuned)
    params: -bm25 -bm25.k1 4.68 -bm25.b 0.87
    results:
      AP@100:
        - 0.4099
      nDCG@10:
        - 0.5852
      R@100:
        - 0.6178
      R@1000:
        - 0.8105
  - name: bm25-tuned+rm3
    display: +RM3
    params: -bm25 -bm25.k1 4.68 -bm25.b 0.87 -rm3
    results:
      AP@100:
        - 0.4100
      nDCG@10:
        - 0.5745
      R@100:
        - 0.6132
      R@1000:
        - 0.8238
  - name: bm25-tuned+rocchio
    display: +Rocchio
    params: -bm25 -bm25.k1 4.68 -bm25.b 0.87 -rocchio
    results:
      AP@100:
        - 0.4151
      nDCG@10:
        - 0.5733
      R@100:
        - 0.6230
      R@1000:
        - 0.8316