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msmarco-passage-doc2query.yaml
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msmarco-passage-doc2query.yaml
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---
corpus: msmarco-passage-doc2query
corpus_path: collections/msmarco/passage-expanded-topk10/
index_path: indexes/lucene-index.msmarco-passage-doc2query/
collection_class: JsonCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 9
index_options: -storePositions -storeDocvectors -storeRaw
index_stats:
documents: 8841823
documents (non-empty): 8841823
total terms: 739691803
metrics:
- metric: AP@1000
command: tools/eval/trec_eval.9.0.4/trec_eval
params: -c -m map
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
- metric: RR@10
command: tools/eval/trec_eval.9.0.4/trec_eval
params: -c -M 10 -m recip_rank
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
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
topics:
- name: "[MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking)"
id: dev
path: topics.msmarco-passage.dev-subset.txt
qrel: qrels.msmarco-passage.dev-subset.txt
models:
- name: bm25-default
display: BM25 (default)
params: -bm25
results:
AP@1000:
- 0.2270
RR@10:
- 0.2189
R@100:
- 0.7133
R@1000:
- 0.8900
# PRF regressions are no longer maintained for sparse judgments to reduce running times.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: bm25-default+rm3
# display: +RM3
# params: -bm25 -rm3
# results:
# AP@1000:
# - 0.2030
# RR@10:
# - 0.1941
# R@100:
# - 0.7003
# R@1000:
# - 0.8909
- name: bm25-tuned
display: BM25 (tuned)
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68
results:
AP@1000:
- 0.2293
RR@10:
- 0.2213
R@100:
- 0.7171
R@1000:
- 0.8911
# PRF regressions are no longer maintained for sparse judgments to reduce running times.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: bm25-tuned+rm3
# display: +RM3
# params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -rm3
# results:
# AP@1000:
# - 0.2081
# RR@10:
# - 0.1992
# R@100:
# - 0.7051
# R@1000:
# - 0.8946