regression.dl21-passage-unicoil-noexp-0shot.yaml Maven / Gradle / Ivy

Go to download
---
corpus: msmarco-v2-passage-unicoil-noexp-0shot
corpus_path: collections/msmarco/msmarco_v2_passage_unicoil_noexp_0shot/

download_url: https://rgw.cs.uwaterloo.ca/JIMMYLIN-bucket0/data/msmarco_v2_passage_unicoil_noexp_0shot.tar
download_checksum: d9cc1ed3049746e68a2c91bf90e5212d
download_corpus: msmarco_v2_passage_unicoil_noexp_0shot

index_path: indexes/lucene-index.msmarco-v2-passage-unicoil-noexp-0shot/
collection_class: JsonVectorCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 24
index_options: -impact -pretokenized -storeRaw
index_stats:
  documents: 138364198
  documents (non-empty): 138364198
  total terms: 411330032512

metrics:
  - metric: MAP@100
    command: tools/eval/trec_eval.9.0.4/trec_eval
    params: -c -M 100 -m map -l 2
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: MRR@100
    command: tools/eval/trec_eval.9.0.4/trec_eval
    params: -c -M 100 -m recip_rank -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: -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 -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: -c -m recall.1000 -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: "[DL21 (Passage)](https://microsoft.github.io/msmarco/TREC-Deep-Learning)"
    id: dl21
    path: topics.dl21.unicoil-noexp.0shot.tsv.gz
    qrel: qrels.dl21-passage.txt

models:
  - name: unicoil-noexp-0shot
    display: uniCOIL (noexp) zero-shot
    params: -impact -pretokenized
    results:
      MAP@100:
        - 0.2193
      MRR@100:
        - 0.6991
      nDCG@10:
        - 0.5756
      R@100:
        - 0.4246
      R@1000:
        - 0.6897
  - name: unicoil-noexp-0shot+rm3
    display: +RM3
    params: -impact -pretokenized -rm3 -collection JsonVectorCollection
    results:
      MAP@100:
        - 0.2599
      MRR@100:
        - 0.7144
      nDCG@10:
        - 0.5933
      R@100:
        - 0.4811
      R@1000:
        - 0.7309
  - name: unicoil-noexp-0shot+rocchio
    display: +Rocchio
    params: -impact -pretokenized -rocchio -collection JsonVectorCollection
    results:
      MAP@100:
        - 0.2666
      MRR@100:
        - 0.7526
      nDCG@10:
        - 0.6088
      R@100:
        - 0.4728
      R@1000:
        - 0.7509