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beir-v1.0.0-trec-covid.bge-base-en-v1.5.hnsw.onnx.yaml
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beir-v1.0.0-trec-covid.bge-base-en-v1.5.hnsw.onnx.yaml
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---
corpus: beir-v1.0.0-trec-covid.bge-base-en-v1.5
corpus_path: collections/beir-v1.0.0/bge-base-en-v1.5/trec-covid
index_path: indexes/lucene-hnsw.beir-v1.0.0-trec-covid.bge-base-en-v1.5/
index_type: hnsw
collection_class: JsonDenseVectorCollection
generator_class: DenseVectorDocumentGenerator
index_threads: 16
index_options: -M 16 -efC 100
metrics:
- metric: nDCG@10
command: bin/trec_eval
params: -c -m ndcg_cut.10
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
- metric: R@100
command: bin/trec_eval
params: -c -m recall.100
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
- metric: R@1000
command: bin/trec_eval
params: -c -m recall.1000
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
topic_reader: TsvString
topics:
- name: "BEIR (v1.0.0): TREC-COVID"
id: test
path: topics.beir-v1.0.0-trec-covid.test.tsv.gz
qrel: qrels.beir-v1.0.0-trec-covid.test.txt
models:
- name: bge-hnsw-onnx
display: BGE-base-en-v1.5
type: hnsw
params: -encoder BgeBaseEn15 -hits 1000 -efSearch 1000 -removeQuery -threads 16
results:
nDCG@10:
- 0.7814
R@100:
- 0.1406
R@1000:
- 0.4768
tolerance:
nDCG@10:
- 0.001
R@100:
- 0.001
R@1000:
- 0.001