regression.beir-v1.0.0-nq-splade-distil-cocodenser-medium.yaml Maven / Gradle / Ivy

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---
corpus: beir-v1.0.0-nq-splade_distil_cocodenser_medium
corpus_path: collections/beir-v1.0.0/splade_distil_cocodenser_medium/nq

index_path: indexes/lucene-index.beir-v1.0.0-nq-splade_distil_cocodenser_medium/
collection_class: JsonVectorCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 16
index_options: -impact -pretokenized
index_stats:
  documents: 2681468
  documents (non-empty): 2681468
  total terms: 21901570532

metrics:
  - 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: TsvString
topic_root: src/main/resources/topics-and-qrels/
qrels_root: src/main/resources/topics-and-qrels/
topics:
  - name: "BEIR (v1.0.0): NQ"
    id: test
    path: topics.beir-v1.0.0-nq.test.splade_distil_cocodenser_medium.tsv.gz
    qrel: qrels.beir-v1.0.0-nq.test.txt

models:
  - name: splade_distil_cocodenser_medium
    display: SPLADE-distill CoCodenser Medium
    params: -impact -pretokenized -removeQuery -hits 1000
    results:
      nDCG@10:
        - 0.5442
      R@100:
        - 0.9285
      R@1000:
        - 0.9812