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msmarco-doc-segmented.yaml
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msmarco-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@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@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: 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 Doc: Dev](https://github.com/microsoft/MSMARCO-Document-Ranking)"
id: dev
path: topics.msmarco-doc.dev.txt
qrel: qrels.msmarco-doc.dev.txt
models:
- name: bm25-default
display: BM25 (default)
params: -bm25 -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
results:
AP@1000:
- 0.2690
RR@100:
- 0.2684
R@100:
- 0.7847
R@1000:
- 0.9178
- name: bm25-default+rm3
display: +RM3
params: -bm25 -rm3 -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
results:
AP@1000:
- 0.2419
RR@100:
- 0.2412
R@100:
- 0.7882
R@1000:
- 0.9355
- name: bm25-default+rocchio
display: +Rocchio
params: -bm25 -rocchio -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
results:
AP@1000:
- 0.2455
RR@100:
- 0.2449
R@100:
- 0.7915
R@1000:
- 0.9351
- name: bm25-default+ax
display: +Ax
params: -bm25 -axiom -axiom.deterministic -rerankCutoff 20 -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
results:
AP@1000:
- 0.2208
RR@100:
- 0.2201
R@100:
- 0.7710
R@1000:
- 0.9264
- name: bm25-default+prf
display: +PRF
params: -bm25 -bm25prf -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000
results:
AP@1000:
- 0.2325
RR@100:
- 0.2318
R@100:
- 0.7722
R@1000:
- 0.9185
- 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@1000:
- 0.2762
RR@100:
- 0.2756
R@100:
- 0.8013
R@1000:
- 0.9311
- 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@1000:
- 0.2450
RR@100:
- 0.2443
R@100:
- 0.7961
R@1000:
- 0.9363
- 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@1000:
- 0.2482
RR@100:
- 0.2476
R@100:
- 0.8013
R@1000:
- 0.9395
- 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@1000:
- 0.2330
RR@100:
- 0.2324
R@100:
- 0.7888
R@1000:
- 0.9353
- 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@1000:
- 0.2276
RR@100:
- 0.2269
R@100:
- 0.7687
R@1000:
- 0.9157