regression.neuclir22-ru-qt-splade.yaml Maven / Gradle / Ivy

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---
corpus: neuclir22-ru-splade
corpus_path: collections/multilingual/neuclir22-ru-splade/

index_path: indexes/lucene-index.neuclir22-ru-splade
collection_class: JsonVectorCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 8
index_options: -impact -pretokenized -storeRaw
index_stats:
  documents: 4627543
  documents (non-empty): 4627543

metrics:
  - metric: MAP
    command: bin/trec_eval
    params: -c -m map
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: true
  - metric: nDCG@20
    command: bin/trec_eval
    params: -c -m ndcg_cut.20
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: J@20
    command: python -m pyserini.eval.trec_eval
    params: -c -m judged.20
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: Recall@1000
    command: bin/trec_eval
    params: -c -m recall.1000
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false

topic_reader: TsvInt
topics:
  - name: "[NeuCLIR 2022 (Russian): title (human-translated queries)](https://neuclir.github.io/)"
    id: ht-title
    path: topics.neuclir22-ru.splade.ht-title.txt.gz
    qrel: qrels.neuclir22-ru.txt
  - name: "[NeuCLIR 2022 (Russian): desc (human-translated queries)](https://neuclir.github.io/)"
    id: ht-desc
    path: topics.neuclir22-ru.splade.ht-desc.txt.gz
    qrel: qrels.neuclir22-ru.txt
  - name: "[NeuCLIR 2022 (Russian): desc+title (human-translated queries)](https://neuclir.github.io/)"
    id: ht-desc_title
    path: topics.neuclir22-ru.splade.ht-desc_title.txt.gz
    qrel: qrels.neuclir22-ru.txt
  - name: "[NeuCLIR 2022 (Russian): title (machine-translated queries)](https://neuclir.github.io/)"
    id: mt-title
    path: topics.neuclir22-ru.splade.mt-title.txt.gz
    qrel: qrels.neuclir22-ru.txt
  - name: "[NeuCLIR 2022 (Russian): desc (machine-translated queries)](https://neuclir.github.io/)"
    id: mt-desc
    path: topics.neuclir22-ru.splade.mt-desc.txt.gz
    qrel: qrels.neuclir22-ru.txt
  - name: "[NeuCLIR 2022 (Russian): desc+title (machine-translated queries)](https://neuclir.github.io/)"
    id: mt-desc_title
    path: topics.neuclir22-ru.splade.mt-desc_title.txt.gz
    qrel: qrels.neuclir22-ru.txt

models:
  - name: splade
    display: SPLADE
    params: -impact -pretokenized
    results:
      MAP:
        - 0.3276
        - 0.2721
        - 0.2848
        - 0.3212
        - 0.2604
        - 0.2808
      nDCG@20:
        - 0.4594
        - 0.3922
        - 0.4214
        - 0.4452
        - 0.3792
        - 0.4156
      J@20:
        - 0.3645
        - 0.3684
        - 0.3860
        - 0.3706
        - 0.3689
        - 0.3846
      Recall@1000:
        - 0.7739
        - 0.7200
        - 0.7612
        - 0.7725
        - 0.7150
        - 0.7669
  - name: splade+rm3
    display: +RM3
    params: -impact -pretokenized -rm3 -collection JsonVectorCollection
    results:
      MAP:
        - 0.3276
        - 0.2721
        - 0.2848
        - 0.3212
        - 0.2604
        - 0.2808
      nDCG@20:
        - 0.4594
        - 0.3922
        - 0.4214
        - 0.4452
        - 0.3792
        - 0.4156
      J@20:
        - 0.3645
        - 0.3684
        - 0.3860
        - 0.3706
        - 0.3689
        - 0.3846
      Recall@1000:
        - 0.7739
        - 0.7200
        - 0.7612
        - 0.7725
        - 0.7150
        - 0.7669
  - name: splade+rocchio
    display: +Rocchio
    params: -impact -pretokenized -rocchio -collection JsonVectorCollection
    results:
      MAP:
        - 0.3072
        - 0.2953
        - 0.3019
        - 0.3097
        - 0.2891
        - 0.2929
      nDCG@20:
        - 0.4322
        - 0.4133
        - 0.4316
        - 0.4337
        - 0.3965
        - 0.4075
      J@20:
        - 0.3754
        - 0.3689
        - 0.3947
        - 0.3807
        - 0.3697
        - 0.3947
      Recall@1000:
        - 0.7946
        - 0.7209
        - 0.7776
        - 0.7918
        - 0.7090
        - 0.7590