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dl19-doc-segmented.yaml
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dl19-doc-segmented.yaml
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---
corpus: msmarco-doc-segmented
corpus_path: collections/msmarco/msmarco-doc-segmented/
index_path: indexes/lucene-index.msmarco-doc-segmented/
collection_class: JsonCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 16
index_options: -storePositions -storeDocvectors -storeRaw
index_stats:
documents: 20545677
documents (non-empty): 20545677
total terms: 3200515914
metrics:
- metric: AP@100
command: tools/eval/trec_eval.9.0.4/trec_eval
params: -c -M 100 -m map # Note, this is different DL 2019 passage ranking!
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
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: "[DL19 (Doc)](https://trec.nist.gov/data/deep2019.html)"
id: dl19
path: topics.dl19-doc.txt
qrel: qrels.dl19-doc.txt
models:
- name: bm25-default
display: BM25 (default)
params: -bm25 -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
results:
AP@100:
- 0.2449
nDCG@10:
- 0.5302
R@100:
- 0.3840
R@1000:
- 0.6871
- name: bm25-default+rm3
display: +RM3
params: -bm25 -rm3 -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
results:
AP@100:
- 0.2884
nDCG@10:
- 0.5764
R@100:
- 0.4355
R@1000:
- 0.7384
- name: bm25-default+rocchio
display: +Rocchio
params: -bm25 -rocchio -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
results:
AP@100:
- 0.2889
nDCG@10:
- 0.5570
R@100:
- 0.4415
R@1000:
- 0.7423
- name: bm25-default+ax
display: +Ax
params: -bm25 -axiom -axiom.deterministic -rerankCutoff 20 -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
results:
AP@100:
- 0.2981
nDCG@10:
- 0.5556
R@100:
- 0.4490
R@1000:
- 0.7764
- name: bm25-default+prf
display: +PRF
params: -bm25 -bm25prf -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
results:
AP@100:
- 0.2827
nDCG@10:
- 0.5599
R@100:
- 0.4476
R@1000:
- 0.7311
- name: bm25-tuned
display: BM25 (tuned)
params: -bm25 -bm25.k1 2.16 -bm25.b 0.61 -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
results:
AP@100:
- 0.2398
nDCG@10:
- 0.5389
R@100:
- 0.3903
R@1000:
- 0.6565
- name: bm25-tuned+rm3
display: +RM3
params: -bm25 -bm25.k1 2.16 -bm25.b 0.61 -rm3 -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
results:
AP@100:
- 0.2658
nDCG@10:
- 0.5405
R@100:
- 0.4133
R@1000:
- 0.7030
- name: bm25-tuned+rocchio
display: +Rocchio
params: -bm25 -bm25.k1 2.16 -bm25.b 0.61 -rocchio -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
results:
AP@100:
- 0.2677
nDCG@10:
- 0.5424
R@100:
- 0.4107
R@1000:
- 0.7115
- name: bm25-tuned+ax
display: +Ax
params: -bm25 -bm25.k1 2.16 -bm25.b 0.61 -axiom -axiom.deterministic -rerankCutoff 20 -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
results:
AP@100:
- 0.2975
nDCG@10:
- 0.5574
R@100:
- 0.4491
R@1000:
- 0.7526
- name: bm25-tuned+prf
display: +PRF
params: -bm25 -bm25.k1 2.16 -bm25.b 0.61 -bm25prf -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
results:
AP@100:
- 0.2828
nDCG@10:
- 0.5476
R@100:
- 0.4361
R@1000:
- 0.7361