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wiki-all-6-3-tamber-bm25.yaml
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wiki-all-6-3-tamber-bm25.yaml
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---
corpus: wiki-all-6-3-tamber
corpus_path: collections/wikipedia/wiki-all-6-3-tamber
index_path: indexes/lucene-index.wiki-all-6-3-tamber/
collection_class: MrTyDiCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 20
index_options: -storeRaw
index_stats:
documents: 76680040
documents (non-empty): 76680037
total terms: 5064706668
conversions:
- command: python -m pyserini.eval.convert_trec_run_to_dpr_retrieval_run
params: --combine-title-text
in_file_ext: ""
out_file_ext: .json
metrics:
- metric: top_20_accuracy
command: python -m pyserini.eval.evaluate_dpr_retrieval
params: --topk 20 --retrieval
separator: " "
parse_index: 1
metric_precision: 4
can_combine: false
- metric: top_100_accuracy
command: python -m pyserini.eval.evaluate_dpr_retrieval
params: --topk 100 --retrieval
separator: " "
parse_index: 1
metric_precision: 4
can_combine: false
topics:
- name: "[DPR: Natural Questions Test](https://github.com/facebookresearch/DPR)"
id: dpr-nq-test
path: topics.dpr.nq.test.txt
topic_reader: DprNq
- name: "[DPR: TriviaQA Test](https://github.com/facebookresearch/DPR)"
id: dpr-trivia-test
path: topics.dpr.trivia.test.txt
topic_reader: DprNq
- name: "[DPR: SQuAD Test](https://github.com/facebookresearch/DPR)"
id: dpr-squad-test
path: topics.dpr.squad.test.txt
topic_reader: DprJsonl
- name: "[DPR: WebQuestions Test](https://github.com/facebookresearch/DPR)"
id: dpr-wq-test
path: topics.dpr.wq.test.txt
topic_reader: DprJsonl
- name: "[DPR: CuratedTREC Test](https://github.com/facebookresearch/DPR)"
id: dpr-curated-test
path: topics.dpr.curated.test.txt
topic_reader: DprJsonl
convert_params: --regex
- name: "[EfficientQA: Natural Questions Test](https://efficientqa.github.io/)"
id: nq-test
path: topics.nq.test.txt
topic_reader: DprNq
models:
- name: bm25
display: BM25 (default parameters)
params: -bm25
results:
top_20_accuracy:
- 0.6604
- 0.7832
- 0.7265
- 0.6403
- 0.8055
- 0.6665
top_100_accuracy:
- 0.8083
- 0.8482
- 0.8325
- 0.7874
- 0.9135
- 0.8166