regression.msmarco-v2-passage-unicoil-0shot.yaml Maven / Gradle / Ivy

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---
corpus: msmarco-v2-passage-unicoil-0shot
corpus_path: collections/msmarco/msmarco_v2_passage_unicoil_0shot/

download_url: https://rgw.cs.uwaterloo.ca/JIMMYLIN-bucket0/data/msmarco_v2_passage_unicoil_0shot.tar
download_checksum: 1949a00bfd5e1f1a230a04bbc1f01539
download_corpus: msmarco_v2_passage_unicoil_0shot

index_path: indexes/lucene-index.msmarco-v2-passage-unicoil-0shot/
collection_class: JsonVectorCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 32
index_options: -impact -pretokenized -storeDocvectors
index_stats:
  documents: 138364198
  documents (non-empty): 138364198
  total terms: 775253560148

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 Passage: Dev](https://microsoft.github.io/msmarco/TREC-Deep-Learning.html)"
    id: dev
    path: topics.msmarco-v2-passage.dev.unicoil.0shot.tsv.gz
    qrel: qrels.msmarco-v2-passage.dev.txt
  - name: "[MS MARCO V2 Passage: Dev2](https://microsoft.github.io/msmarco/TREC-Deep-Learning.html)"
    id: dev2
    path: topics.msmarco-v2-passage.dev2.unicoil.0shot.tsv.gz
    qrel: qrels.msmarco-v2-passage.dev2.txt

models:
  - name: unicoil-0shot
    display: uniCOIL (with doc2query-T5) zero-shot
    params: -parallelism 16 -impact -pretokenized
    results:
      MAP@100:
        - 0.1485
        - 0.1561
      MRR@100:
        - 0.1499
        - 0.1577
      R@100:
        - 0.5518
        - 0.5661
      R@1000:
        - 0.7616
        - 0.7671
  - name: unicoil-0shot+rm3
    display: +RM3
    params: -parallelism 16 -impact -pretokenized -rm3
    results:
      MAP@100:
        - 0.1319
        - 0.1343
      MRR@100:
        - 0.1330
        - 0.1352
      R@100:
        - 0.5521
        - 0.5552
      R@1000:
        - 0.7736
        - 0.7700
  - name: unicoil-0shot+rocchio
    display: +Rocchio
    params: -parallelism 16 -impact -pretokenized -rocchio
    results:
      MAP@100:
        - 0.1319
        - 0.1371
      MRR@100:
        - 0.1334
        - 0.1380
      R@100:
        - 0.5557
        - 0.5696
      R@1000:
        - 0.7800
        - 0.7849