regression.msmarco-v1-passage.splade-pp-sd.cached.yaml Maven / Gradle / Ivy

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---
corpus: msmarco-passage-splade-pp-sd
corpus_path: collections/msmarco/msmarco-passage-splade-pp-sd

download_url: https://rgw.cs.uwaterloo.ca/pyserini/data/msmarco-passage-splade-pp-sd.tar
download_checksum: cb7e264222f2bf2221dd2c9d28190be1

index_path: indexes/lucene-inverted.msmarco-v1-passage.splade-pp-sd/
collection_class: JsonVectorCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 16
index_options: -impact -pretokenized -storeDocvectors
index_stats:
  documents: 8841823
  documents (non-empty): 8841823
  total terms: 55456660129

metrics:
  - metric: AP@1000
    command: bin/trec_eval
    params: -c -m map
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: RR@10
    command: bin/trec_eval
    params: -c -M 10 -m recip_rank
    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: TsvInt
topics:
  - name: "[MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking)"
    id: dev
    path: topics.msmarco-passage.dev-subset.splade-pp-sd.tsv.gz
    qrel: qrels.msmarco-passage.dev-subset.txt

models:
  - name: splade-pp-sd-cached
    display: SPLADE++ CoCondenser-SelfDistil
    params: -impact -pretokenized
    results:
      AP@1000:
        - 0.3837
      RR@10:
        - 0.3778
      R@100:
        - 0.9118
      R@1000:
        - 0.9846
# PRF regressions are no longer maintained for sparse judgments to reduce running times.
# (commenting out instead of removing; in case these numbers are needed, just uncomment and rerun.)
#
#  - name: splade-pp-sd-cached+rm3
#    display: +RM3
#    params: -impact -pretokenized -rm3
#    results:
#      AP@1000:
#        - 0.2879
#      RR@10:
#        - 0.2790
#      R@100:
#        - 0.8681
#      R@1000:
#        - 0.9739
#  - name: splade-pp-sd-cached+rocchio
#    display: +Rocchio
#    params: -impact -pretokenized -rocchio
#    results:
#      AP@1000:
#        - 0.3350
#      RR@10:
#        - 0.3279
#      R@100:
#        - 0.8943
#      R@1000:
#        - 0.9826