regression.dl20-passage-splade-distil-cocodenser-medium.yaml Maven / Gradle / Ivy

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

download_url: https://rgw.cs.uwaterloo.ca/JIMMYLIN-bucket0/data/msmarco-passage-splade_distil_cocodenser_medium.tar
download_checksum: f77239a26d08856e6491a34062893b0c

index_path: indexes/lucene-index.msmarco-passage-splade_distil_cocodenser_medium/
collection_class: JsonVectorCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 16
index_options: -impact -pretokenized -storeDocvectors
index_stats:
  documents: 8841823
  documents (non-empty): 8841823
  total terms: 54967294608

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: "[DL20 (Passage)](https://trec.nist.gov/data/deep2020.html)"
    id: dl20
    path: topics.dl20.splade_distil_cocodenser_medium.tsv.gz
    qrel: qrels.dl20-passage.txt

models:
  - name: splade_distil_cocodenser_medium
    display: SPLADE-distill CoCodenser Medium
    params: -impact -pretokenized
    results:
      AP@1000:
        - 0.5019
      nDCG@10:
        - 0.7179
      R@100:
        - 0.7619
      R@1000:
        - 0.8901
  - name: rm3
    display: +RM3
    params: -impact -pretokenized -rm3
    results:
      AP@1000:
        - 0.5155
      nDCG@10:
        - 0.7132
      R@100:
        - 0.7553
      R@1000:
        - 0.9080
  - name: rocchio
    display: +Rocchio
    params: -impact -pretokenized -rocchio
    results:
      AP@1000:
        - 0.5133
      nDCG@10:
        - 0.7033
      R@100:
        - 0.7575
      R@1000:
        - 0.8937