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dl21-passage.yaml
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dl21-passage.yaml
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---
corpus: msmarco-v2-passage
corpus_path: collections/msmarco/msmarco_v2_passage/
index_path: indexes/lucene-index.msmarco-v2-passage/
collection_class: MsMarcoV2PassageCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 18
index_options: -storePositions -storeDocvectors -storeRaw
index_stats:
documents: 138364198
documents (non-empty): 138364197
total terms: 4673266762
metrics:
- metric: MAP@100
command: tools/eval/trec_eval.9.0.4/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: tools/eval/trec_eval.9.0.4/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: tools/eval/trec_eval.9.0.4/trec_eval
params: -c -m ndcg_cut.10
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 -l 2
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 -l 2
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
topic_reader: TsvInt
topic_root: src/main/resources/topics-and-qrels/
qrels_root: src/main/resources/topics-and-qrels/
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:
- 0.1357
MRR@100:
- 0.5060
nDCG@10:
- 0.4458
R@100:
- 0.3261
R@1000:
- 0.6149
- name: bm25-default+rm3
display: +RM3
params: -bm25 -rm3
results:
MAP@100:
- 0.1632
MRR@100:
- 0.4925
nDCG@10:
- 0.4480
R@100:
- 0.3498
R@1000:
- 0.6619
- name: bm25-default+ax
display: +Ax
params: -bm25 -axiom -axiom.deterministic -rerankCutoff 20
results:
MAP@100:
- 0.1907
MRR@100:
- 0.5733
nDCG@10:
- 0.4851
R@100:
- 0.3803
R@1000:
- 0.6882
- name: bm25-default+prf
display: +PRF
params: -bm25 -bm25prf
results:
MAP@100:
- 0.1821
MRR@100:
- 0.5532
nDCG@10:
- 0.4740
R@100:
- 0.3745
R@1000:
- 0.6643