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dl20-passage.yaml
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dl20-passage.yaml
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---
corpus: msmarco-passage
corpus_path: collections/msmarco/passage/
index_path: indexes/lucene-inverted.msmarco-v1-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: bin/trec_eval
params: -m map -c -l 2
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
- metric: nDCG@10
command: bin/trec_eval
params: -m ndcg_cut.10 -c
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
- metric: R@100
command: bin/trec_eval
params: -m recall.100 -c -l 2
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
- metric: R@1000
command: bin/trec_eval
params: -m recall.1000 -c -l 2
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
topic_reader: TsvInt
topics:
- name: "[DL20 (Passage)](https://trec.nist.gov/data/deep2020.html)"
id: dl20
path: topics.dl20.txt
qrel: qrels.dl20-passage.txt
models:
- name: bm25-default
display: BM25 (default)
params: -bm25
results:
AP@1000:
- 0.2856
nDCG@10:
- 0.4796
R@100:
- 0.5599
R@1000:
- 0.7863
- name: bm25-default+rm3
display: +RM3
params: -bm25 -rm3
results:
AP@1000:
- 0.3006
nDCG@10:
- 0.4896
R@100:
- 0.6182
R@1000:
- 0.8236
- name: bm25-default+rocchio
display: +Rocchio
params: -bm25 -rocchio
results:
AP@1000:
- 0.3115
nDCG@10:
- 0.4910
R@100:
- 0.5891
R@1000:
- 0.8156
- name: bm25-default+rocchio-neg
display: +Rocchio*
params: -bm25 -rocchio -rocchio.useNegative -rerankCutoff 1000
results:
AP@1000:
- 0.3109
nDCG@10:
- 0.4817
R@100:
- 0.6056
R@1000:
- 0.8229
- name: bm25-default+ax
display: +Ax
params: -bm25 -axiom -axiom.deterministic -rerankCutoff 20
results:
AP@1000:
- 0.3240
nDCG@10:
- 0.4834
R@100:
- 0.6428
R@1000:
- 0.8483
- name: bm25-default+prf
display: +PRF
params: -bm25 -bm25prf
results:
AP@1000:
- 0.3117
nDCG@10:
- 0.4721
R@100:
- 0.5783
R@1000:
- 0.8074
- name: bm25-tuned
display: BM25 (tuned)
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68
results:
AP@1000:
- 0.2876
nDCG@10:
- 0.4876
R@100:
- 0.5669
R@1000:
- 0.8031
- name: bm25-tuned+rm3
display: +RM3
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -rm3
results:
AP@1000:
- 0.3017
nDCG@10:
- 0.4924
R@100:
- 0.6286
R@1000:
- 0.8292
- name: bm25-tuned+rocchio
display: +Rocchio
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -rocchio
results:
AP@1000:
- 0.3120
nDCG@10:
- 0.4908
R@100:
- 0.6043
R@1000:
- 0.8327
- name: bm25-tuned+rocchio-neg
display: +Rocchio*
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -rocchio -rocchio.useNegative -rerankCutoff 1000
results:
AP@1000:
- 0.3119
nDCG@10:
- 0.4922
R@100:
- 0.6176
R@1000:
- 0.8354
- name: bm25-tuned+ax
display: +Ax
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -axiom -axiom.deterministic -rerankCutoff 20
results:
AP@1000:
- 0.3322
nDCG@10:
- 0.5027
R@100:
- 0.6468
R@1000:
- 0.8455
- name: bm25-tuned+prf
display: +PRF
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -bm25prf
results:
AP@1000:
- 0.3136
nDCG@10:
- 0.4788
R@100:
- 0.5782
R@1000:
- 0.8121