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dl21-doc-segmented-unicoil-0shot-v2.yaml
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dl21-doc-segmented-unicoil-0shot-v2.yaml
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---
corpus: msmarco-v2-doc-segmented-unicoil-0shot-v2
corpus_path: collections/msmarco/msmarco_v2_doc_segmented_unicoil_0shot_v2/
download_url: https://rgw.cs.uwaterloo.ca/JIMMYLIN-bucket0/data/msmarco_v2_doc_segmented_unicoil_0shot_v2.tar
download_checksum: c5639748c2cbad0152e10b0ebde3b804
download_corpus: msmarco_v2_doc_segmented_unicoil_0shot_v2
index_path: indexes/lucene-index.msmarco-v2-doc-segmented-unicoil-0shot-v2/
collection_class: JsonVectorCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 24
index_options: -impact -pretokenized -storeRaw
index_stats:
documents: 124131414
documents (non-empty): 124131414
total terms: 1204542769110
metrics:
- metric: MAP@100
command: target/appassembler/bin/trec_eval
params: -c -M 100 -m map
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: no
- metric: MRR@100
command: target/appassembler/bin/trec_eval
params: -c -M 100 -m recip_rank
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: true
- metric: nDCG@10
command: target/appassembler/bin/trec_eval
params: -c -m ndcg_cut.10
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: true
- metric: R@100
command: target/appassembler/bin/trec_eval
params: -c -m recall.100
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
- metric: R@1000
command: target/appassembler/bin/trec_eval
params: -c -m recall.1000
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
topic_reader: TsvInt
topics:
- name: "[DL21 (Doc)](https://microsoft.github.io/msmarco/TREC-Deep-Learning)"
id: dl21
path: topics.dl21.unicoil.0shot.tsv.gz
qrel: qrels.dl21-doc.txt
models:
- name: unicoil-0shot
display: uniCOIL (with doc2query-T5) zero-shot
params: -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000 -impact -pretokenized
results:
MAP@100:
- 0.2718
MRR@100:
- 0.9684
nDCG@10:
- 0.6783
R@100:
- 0.3700
R@1000:
- 0.7069
- name: unicoil-0shot+rm3
display: +RM3
params: -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000 -impact -pretokenized -rm3 -collection JsonVectorCollection
results:
MAP@100:
- 0.3293
MRR@100:
- 0.9357
nDCG@10:
- 0.6980
R@100:
- 0.4233
R@1000:
- 0.7611
- name: unicoil-0shot+rocchio
display: +Rocchio
params: -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000 -impact -pretokenized -rocchio -collection JsonVectorCollection
results:
MAP@100:
- 0.3434
MRR@100:
- 0.9649
nDCG@10:
- 0.7061
R@100:
- 0.4374
R@1000:
- 0.7809