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msmarco-v2-passage-augmented.yaml
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msmarco-v2-passage-augmented.yaml
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---
corpus: msmarco-v2-passage-augmented
corpus_path: collections/msmarco/msmarco_v2_passage_augmented/
index_path: indexes/lucene-inverted.msmarco-v2-passage-augmented/
collection_class: MsMarcoV2PassageCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 24
index_options: -storeRaw
index_stats:
documents: 138364198
documents (non-empty): 138364198
total terms: 15272965252
metrics:
- metric: MAP@100
command: bin/trec_eval
params: -c -M 100 -m map
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: true
- metric: MRR@100
command: bin/trec_eval
params: -c -M 100 -m recip_rank
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: true
- 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 V2 Passage: Dev](https://microsoft.github.io/msmarco/TREC-Deep-Learning.html)"
id: dev
path: topics.msmarco-v2-passage.dev.txt
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.txt
qrel: qrels.msmarco-v2-passage.dev2.txt
models:
- name: bm25-default
display: BM25 (default)
params: -bm25
results:
MAP@100:
- 0.0863
- 0.0904
MRR@100:
- 0.0872
- 0.0917
R@100:
- 0.4030
- 0.4159
R@1000:
- 0.6925
- 0.6933
# PRF regressions are no longer maintained for sparse judgments to reduce running times.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 -collection MsMarcoV2PassageCollection
# results:
# MAP@100:
# - 0.0662
# - 0.0692
# MRR@100:
# - 0.0667
# - 0.0700
# R@100:
# - 0.3735
# - 0.3831
# R@1000:
# - 0.6857
# - 0.6826
# - name: bm25-default+rocchio
# display: +Rocchio
# params: -bm25 -rocchio -collection MsMarcoV2PassageCollection
# results:
# MAP@100:
# - 0.0665
# - 0.0676
# MRR@100:
# - 0.0671
# - 0.0684
# R@100:
# - 0.3752
# - 0.3876
# R@1000:
# - 0.6912
# - 0.6867