regression.msmarco-v2-doc-segmented-unicoil-noexp-0shot-v2.yaml Maven / Gradle / Ivy

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---
corpus: msmarco-v2-doc-segmented-unicoil-noexp-0shot-v2
corpus_path: collections/msmarco/msmarco_v2_doc_segmented_unicoil_noexp_0shot_v2/

download_url: https://rgw.cs.uwaterloo.ca/JIMMYLIN-bucket0/data/msmarco_v2_doc_segmented_unicoil_noexp_0shot_v2.tar
download_checksum: 97ba262c497164de1054f357caea0c63
download_corpus: msmarco_v2_doc_segmented_unicoil_noexp_0shot_v2

index_path: indexes/lucene-index.msmarco-v2-doc-segmented-unicoil-noexp-0shot-v2/
collection_class: JsonVectorCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 24
index_options: -impact -pretokenized -storeRaw
index_stats:
  documents: 124131404
  documents (non-empty): 124131404
  total terms: 820664704261

metrics:
  - metric: MAP@100
    command: tools/eval/trec_eval.9.0.4/trec_eval
    params: -c -M 100 -m map
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: true
  - metric: MRR@100
    command: tools/eval/trec_eval.9.0.4/trec_eval
    params: -c -M 100 -m recip_rank
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: true
  - 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: TsvInt
topic_root: src/main/resources/topics-and-qrels/
qrels_root: src/main/resources/topics-and-qrels/
topics:
  - name: "[MS MARCO V2 Doc: Dev](https://microsoft.github.io/msmarco/TREC-Deep-Learning.html)"
    id: dev
    path: topics.msmarco-v2-doc.dev.unicoil-noexp.0shot.tsv.gz
    qrel: qrels.msmarco-v2-doc.dev.txt
  - name: "[MS MARCO V2 Doc: Dev2](https://microsoft.github.io/msmarco/TREC-Deep-Learning.html)"
    id: dev2
    path: topics.msmarco-v2-doc.dev2.unicoil-noexp.0shot.tsv.gz
    qrel: qrels.msmarco-v2-doc.dev2.txt

models:
  - name: unicoil-noexp-0shot
    display: uniCOIL (noexp) zero-shot
    params: -parallelism 16 -impact -pretokenized -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
    results:
      MAP@100:
        - 0.2205
        - 0.2291
      MRR@100:
        - 0.2231
        - 0.2314
      R@100:
        - 0.7460
        - 0.7498
      R@1000:
        - 0.8987
        - 0.8995
  - name: unicoil-noexp-0shot+rm3
    display: +RM3
    params: -parallelism 16 -impact -pretokenized -rm3 -collection JsonVectorCollection -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
    results:
      MAP@100:
        - 0.1967
        - 0.2066
      MRR@100:
        - 0.1986
        - 0.2091
      R@100:
        - 0.7447
        - 0.7468
      R@1000:
        - 0.9030
        - 0.9082
  - name: unicoil-noexp-0shot+rocchio
    display: +Rocchio
    params: -parallelism 16 -impact -pretokenized -rocchio -collection JsonVectorCollection -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
    results:
      MAP@100:
        - 0.2011
        - 0.2090
      MRR@100:
        - 0.2034
        - 0.2112
      R@100:
        - 0.7520
        - 0.7540
      R@1000:
        - 0.9084
        - 0.9136