regression.dl19-passage-docTTTTTquery.yaml Maven / Gradle / Ivy

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

index_path: indexes/lucene-index.msmarco-passage-docTTTTTquery/
collection_class: JsonCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 9
index_options: -storePositions -storeDocvectors -storeRaw
index_stats:
  documents: 8841823
  documents (non-empty): 8841823
  total terms: 1986612263

metrics:
  - metric: AP@1000
    command: tools/eval/trec_eval.9.0.4/trec_eval
    params: -m map -c -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: -m ndcg_cut.10 -c
    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: -m recall.100 -c -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: -m recall.1000 -c -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: "[DL19 (Passage)](https://trec.nist.gov/data/deep2019.html)"
    id: dl19
    path: topics.dl19-passage.txt
    qrel: qrels.dl19-passage.txt

models:
  - name: bm25-default
    display: BM25 (default)
    params: -bm25
    results:
      AP@1000:
        - 0.4034
      nDCG@10:
        - 0.6417
      R@100:
        - 0.5917
      R@1000:
        - 0.8310
  - name: bm25-default+rm3
    display: +RM3
    params: -bm25 -rm3
    results:
      AP@1000:
        - 0.4483
      nDCG@10:
        - 0.6586
      R@100:
        - 0.6342
      R@1000:
        - 0.8863
  - name: bm25-default+rocchio
    display: +Rocchio
    params: -bm25 -rocchio
    results:
      AP@1000:
        - 0.4469
      nDCG@10:
        - 0.6538
      R@100:
        - 0.6338
      R@1000:
        - 0.8855
  - name: bm25-default+rocchio-neg
    display: +Rocchio*
    params: -bm25 -rocchio -rocchio.useNegative -rerankCutoff 1000
    results:
      AP@1000:
        - 0.4441
      nDCG@10:
        - 0.6444
      R@100:
        - 0.6350
      R@1000:
        - 0.8861
  - name: bm25-tuned
    display: BM25 (tuned)
    params: -bm25 -bm25.k1 0.82 -bm25.b 0.68
    results:
      AP@1000:
        - 0.4052
      nDCG@10:
        - 0.6482
      R@100:
        - 0.5910
      R@1000:
        - 0.8269
  - name: bm25-tuned+rm3
    display: +RM3
    params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -rm3
    results:
      AP@1000:
        - 0.4512
      nDCG@10:
        - 0.6591
      R@100:
        - 0.6396
      R@1000:
        - 0.8837
  - name: bm25-tuned+rocchio
    display: +Rocchio
    params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -rocchio
    results:
      AP@1000:
        - 0.4525
      nDCG@10:
        - 0.6617
      R@100:
        - 0.6406
      R@1000:
        - 0.8838
  - name: bm25-tuned+rocchio-neg
    display: +Rocchio*
    params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -rocchio -rocchio.useNegative -rerankCutoff 1000
    results:
      AP@1000:
        - 0.4511
      nDCG@10:
        - 0.6591
      R@100:
        - 0.6395
      R@1000:
        - 0.8877
  - name: bm25-tuned2
    display: BM25 (tuned2)
    params: -bm25 -bm25.k1 2.18 -bm25.b 0.86
    results:
      AP@1000:
        - 0.4046
      nDCG@10:
        - 0.6336
      R@100:
        - 0.5880
      R@1000:
        - 0.8134
  - name: bm25-tuned2+rm3
    display: +RM3
    params: -bm25 -bm25.k1 2.18 -bm25.b 0.86 -rm3
    results:
      AP@1000:
        - 0.4377
      nDCG@10:
        - 0.6537
      R@100:
        - 0.6047
      R@1000:
        - 0.8443
  - name: bm25-tuned2+rocchio
    display: +Rocchio
    params: -bm25 -bm25.k1 2.18 -bm25.b 0.86 -rocchio
    results:
      AP@1000:
        - 0.4339
      nDCG@10:
        - 0.6559
      R@100:
        - 0.6014
      R@1000:
        - 0.8465
  - name: bm25-tuned2+rocchio-neg
    display: +Rocchio*
    params: -bm25 -bm25.k1 2.18 -bm25.b 0.86 -rocchio -rocchio.useNegative -rerankCutoff 1000
    results:
      AP@1000:
        - 0.4338
      nDCG@10:
        - 0.6558
      R@100:
        - 0.5981
      R@1000:
        - 0.8488