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dl21-doc-segmented.yaml
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dl21-doc-segmented.yaml
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---
corpus: msmarco-v2-doc-segmented
corpus_path: collections/msmarco/msmarco_v2_doc_segmented/
index_path: indexes/lucene-index.msmarco-v2-doc-segmented/
collection_class: MsMarcoV2DocCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 18
index_options: -storePositions -storeDocvectors -storeRaw
index_stats:
documents: 124131414
documents (non-empty): 124131414
total terms: 24780915974
metrics:
- metric: MAP@100
command: tools/eval/trec_eval.9.0.4/trec_eval
params: -c -M 100 -m map
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: no
- metric: MRR@100
command: tools/eval/trec_eval.9.0.4/trec_eval
params: -c -M 100 -m recip_rank
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: true
- 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: true
- 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: "[DL21 (Doc)](https://microsoft.github.io/msmarco/TREC-Deep-Learning)"
id: dl21
path: topics.dl21.txt
qrel: qrels.dl21-doc.txt
models:
- name: bm25-default
display: BM25 (default)
params: -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000 -bm25
results:
MAP@100:
- 0.2436
MRR@100:
- 0.8937
nDCG@10:
- 0.5776
R@100:
- 0.3478
R@1000:
- 0.6930
- name: bm25-default+rm3
display: +RM3
params: -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000 -bm25 -rm3
results:
MAP@100:
- 0.2933
MRR@100:
- 0.9018
nDCG@10:
- 0.6185
R@100:
- 0.3892
R@1000:
- 0.7694
- name: bm25-default+ax
display: +Ax
params: -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000 -bm25 -axiom -axiom.deterministic -rerankCutoff 20
results:
MAP@100:
- 0.2808
MRR@100:
- 0.9221
nDCG@10:
- 0.5840
R@100:
- 0.3884
R@1000:
- 0.7934
- name: bm25-default+prf
display: +PRF
params: -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000 -bm25 -bm25prf
results:
MAP@100:
- 0.2729
MRR@100:
- 0.9146
nDCG@10:
- 0.5936
R@100:
- 0.3778
R@1000:
- 0.7423