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dl21-passage-d2q-t5.yaml
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dl21-passage-d2q-t5.yaml
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---
corpus: msmarco-v2-passage-d2q-t5
corpus_path: collections/msmarco/msmarco_v2_passage_d2q-t5/
index_path: indexes/lucene-index.msmarco-v2-passage-d2q-t5/
collection_class: MsMarcoV2PassageCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 24
index_options: -storeRaw
index_stats:
documents: 138364198
documents (non-empty): 138364198
total terms: 16961479264
metrics:
- metric: MAP@100
command: target/appassembler/bin/trec_eval
params: -c -M 100 -m map -l 2
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
- metric: MRR@100
command: target/appassembler/bin/trec_eval
params: -c -M 100 -m recip_rank -l 2
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
- 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: false
- metric: R@100
command: target/appassembler/bin/trec_eval
params: -c -m recall.100 -l 2
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 -l 2
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
topic_reader: TsvInt
topics:
- name: "[DL21 (Passage)](https://microsoft.github.io/msmarco/TREC-Deep-Learning)"
id: dl21
path: topics.dl21.txt
qrel: qrels.dl21-passage.txt
models:
- name: bm25-default
display: BM25 (default)
params: -bm25
results:
MAP@100:
- 0.1874
MRR@100:
- 0.6848
nDCG@10:
- 0.4816
R@100:
- 0.4076
R@1000:
- 0.7078
- name: bm25-default+rm3
display: +RM3
params: -bm25 -rm3 -collection MsMarcoV2PassageCollection
results:
MAP@100:
- 0.2285
MRR@100:
- 0.6548
nDCG@10:
- 0.5098
R@100:
- 0.4499
R@1000:
- 0.7537
- name: bm25-default+rocchio
display: +Rocchio
params: -bm25 -rocchio -collection MsMarcoV2PassageCollection
results:
MAP@100:
- 0.2282
MRR@100:
- 0.6780
nDCG@10:
- 0.5159
R@100:
- 0.4444
R@1000:
- 0.7548