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msmarco-passage.yaml
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msmarco-passage.yaml
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---
corpus: msmarco-passage
corpus_path: collections/msmarco/passage/
index_path: indexes/lucene-index.msmarco-passage/
collection_class: JsonCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 9
index_options: -storePositions -storeDocvectors -storeRaw
index_stats:
documents: 8841823
documents (non-empty): 8841823
total terms: 352316036
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
topic_root: src/main/resources/topics-and-qrels/
qrels_root: src/main/resources/topics-and-qrels/
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:
- 0.1926
RR@10:
- 0.1840
R@100:
- 0.6578
R@1000:
- 0.8526
- name: bm25-default+rm3
display: +RM3
params: -bm25 -rm3
results:
AP@1000:
- 0.1661
RR@10:
- 0.1564
R@100:
- 0.6494
R@1000:
- 0.8606
- name: bm25-default+rocchio
display: +Rocchio
params: -bm25 -rocchio
results:
AP@1000:
- 0.1692
RR@10:
- 0.1597
R@100:
- 0.6552
R@1000:
- 0.8620
- name: bm25-default+ax
display: +Ax
params: -bm25 -axiom -axiom.deterministic -rerankCutoff 20
results:
AP@1000:
- 0.1625
RR@10:
- 0.1517
R@100:
- 0.6556
R@1000:
- 0.8747
- name: bm25-default+prf
display: +PRF
params: -bm25 -bm25prf
results:
AP@1000:
- 0.1520
RR@10:
- 0.1421
R@100:
- 0.6535
R@1000:
- 0.8537
- name: bm25-tuned
display: BM25 (tuned)
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68
results:
AP@1000:
- 0.1958
RR@10:
- 0.1875
R@100:
- 0.6701
R@1000:
- 0.8573
- name: bm25-tuned+rm3
display: +RM3
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -rm3
results:
AP@1000:
- 0.1762
RR@10:
- 0.1668
R@100:
- 0.6655
R@1000:
- 0.8687
- name: bm25-tuned+rocchio
display: +Rocchio
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -rocchio
results:
AP@1000:
- 0.1777
RR@10:
- 0.1685
R@100:
- 0.6702
R@1000:
- 0.8726
- name: bm25-tuned+ax
display: +Ax
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -axiom -axiom.deterministic -rerankCutoff 20
results:
AP@1000:
- 0.1699
RR@10:
- 0.1594
R@100:
- 0.6721
R@1000:
- 0.8809
- name: bm25-tuned+prf
display: +PRF
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -bm25prf
results:
AP@1000:
- 0.1582
RR@10:
- 0.1484
R@100:
- 0.6589
R@1000:
- 0.8561