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dl19-passage.cos-dpr-distil.hnsw.onnx.yaml
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dl19-passage.cos-dpr-distil.hnsw.onnx.yaml
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---
corpus: msmarco-passage-cos-dpr-distil
corpus_path: collections/msmarco/msmarco-passage-cos-dpr-distil/
download_url: https://rgw.cs.uwaterloo.ca/pyserini/data/msmarco-passage-cos-dpr-distil.tar
download_checksum: e20ffbc8b5e7f760af31298aefeaebbd
index_path: indexes/lucene-hnsw.msmarco-v1-passage.cos-dpr-distil/
index_type: hnsw
collection_class: JsonDenseVectorCollection
generator_class: HnswDenseVectorDocumentGenerator
index_threads: 16
index_options: -M 16 -efC 100 -memoryBuffer 65536 -noMerge
metrics:
- metric: AP@1000
command: bin/trec_eval
params: -m map -c -l 2
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
- metric: nDCG@10
command: bin/trec_eval
params: -m ndcg_cut.10 -c
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
- metric: R@100
command: bin/trec_eval
params: -m recall.100 -c -l 2
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
- metric: R@1000
command: bin/trec_eval
params: -m recall.1000 -c -l 2
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
topic_reader: TsvInt
topics:
- name: "[DL19 (Passage)](https://trec.nist.gov/data/deep2020.html)"
id: dl19
path: topics.dl19-passage.txt
qrel: qrels.dl19-passage.txt
models:
- name: cos-dpr-distil-hnsw
display: cosDPR-distil
type: hnsw
params: -generator VectorQueryGenerator -topicField title -threads 16 -hits 1000 -efSearch 1000 -encoder CosDprDistil
results:
AP@1000:
- 0.458
nDCG@10:
- 0.717
R@100:
- 0.605
R@1000:
- 0.805