regression.beir-v1.0.0-bioasq.splade-pp-ed.onnx.yaml Maven / Gradle / Ivy

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---
corpus: beir-v1.0.0-bioasq.splade-pp-ed
corpus_path: collections/beir-v1.0.0/splade-pp-ed/bioasq

index_path: indexes/lucene-inverted.beir-v1.0.0-bioasq.splade-pp-ed/
collection_class: JsonVectorCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 16
index_options: -impact -pretokenized
index_stats:
  documents: 14914603
  documents (non-empty): 14914603
  total terms: 127381306317

metrics:
  - metric: nDCG@10
    command: bin/trec_eval
    params: -c -m ndcg_cut.10
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: R@100
    command: bin/trec_eval
    params: -c -m recall.100
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: R@1000
    command: bin/trec_eval
    params: -c -m recall.1000
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false

topic_reader: TsvString
topics:
  - name: "BEIR (v1.0.0): BioASQ"
    id: test
    path: topics.beir-v1.0.0-bioasq.test.tsv.gz
    qrel: qrels.beir-v1.0.0-bioasq.test.txt

models:
  - name: splade-pp-ed-onnx
    display: SPLADE++ (CoCondenser-EnsembleDistil)
    params: -impact -pretokenized -removeQuery -hits 1000 -encoder SpladePlusPlusEnsembleDistil
    results:
      nDCG@10:
        - 0.4980
      R@100:
        - 0.7387
      R@1000:
        - 0.8754