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dl20-doc.yaml
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dl20-doc.yaml
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---
corpus: msmacro-doc
corpus_path: collections/msmarco/msmarco-doc/
index_path: indexes/lucene-index.msmarco-doc/
collection_class: JsonCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 7
index_options: -storePositions -storeDocvectors -storeRaw
index_stats:
documents: 3213835
documents (non-empty): 3213835
total terms: 2742209690
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 2020 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: "[DL20 (Doc)](https://trec.nist.gov/data/deep2020.html)"
id: dl20
path: topics.dl20.txt
qrel: qrels.dl20-doc.txt
models:
- name: bm25-default
display: BM25 (default)
params: -bm25
results:
AP@100:
- 0.3793
nDCG@10:
- 0.5286
R@100:
- 0.6110
R@1000:
- 0.8085
- name: bm25-default+rm3
display: +RM3
params: -bm25 -rm3
results:
AP@100:
- 0.4014
nDCG@10:
- 0.5225
R@100:
- 0.6414
R@1000:
- 0.8257
- name: bm25-default+rocchio
display: +Rocchio
params: -bm25 -rocchio
results:
AP@100:
- 0.4089
nDCG@10:
- 0.5192
R@100:
- 0.6425
R@1000:
- 0.8273
- name: bm25-tuned
display: BM25 (tuned)
params: -bm25 -bm25.k1 3.44 -bm25.b 0.87
results:
AP@100:
- 0.3631
nDCG@10:
- 0.5070
R@100:
- 0.5935
R@1000:
- 0.7876
- name: bm25-tuned+rm3
display: +RM3
params: -bm25 -bm25.k1 3.44 -bm25.b 0.87 -rm3
results:
AP@100:
- 0.3592
nDCG@10:
- 0.5124
R@100:
- 0.5977
R@1000:
- 0.8116
- name: bm25-tuned+rocchio
display: +Rocchio
params: -bm25 -bm25.k1 3.44 -bm25.b 0.87 -rocchio
results:
AP@100:
- 0.3634
nDCG@10:
- 0.5070
R@100:
- 0.6057
R@1000:
- 0.8199
- name: bm25-tuned2
display: BM25 (tuned2)
params: -bm25 -bm25.k1 4.46 -bm25.b 0.82
results:
AP@100:
- 0.3581
nDCG@10:
- 0.5061
R@100:
- 0.5860
R@1000:
- 0.7776
- name: bm25-tuned2+rm3
display: +RM3
params: -bm25 -bm25.k1 4.46 -bm25.b 0.82 -rm3
results:
AP@100:
- 0.3619
nDCG@10:
- 0.5238
R@100:
- 0.5995
R@1000:
- 0.8180
- name: bm25-tuned2+rocchio
display: +Rocchio
params: -bm25 -bm25.k1 4.46 -bm25.b 0.82 -rocchio
results:
AP@100:
- 0.3628
nDCG@10:
- 0.5199
R@100:
- 0.6017
R@1000:
- 0.8217