dl19-passage.splade-pp-ed.onnx.yaml

---
corpus: msmarco-passage-splade-pp-ed
corpus_path: collections/msmarco/msmarco-passage-splade-pp-ed

download_url: https://rgw.cs.uwaterloo.ca/pyserini/data/msmarco-passage-splade-pp-ed.tar
download_checksum: e489133bdc54ee1e7c62a32aa582bc77

index_path: indexes/lucene-inverted.msmarco-v1-passage.splade-pp-ed/
collection_class: JsonVectorCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 16
index_options: -impact -pretokenized -storeDocvectors
index_stats:
  documents: 8841823
  documents (non-empty): 8841823
  total terms: 52376261130

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: splade-pp-ed-onnx
    display: SPLADE++ CoCondenser-EnsembleDistil
    params: -impact -pretokenized -encoder SpladePlusPlusEnsembleDistil
    results:
      AP@1000:
        - 0.5050
      nDCG@10:
        - 0.7308
      R@100:
        - 0.6390
      R@1000:
        - 0.8728
  - name: splade-pp-ed-onnx+rm3
    display: +RM3
    params: -impact -pretokenized -encoder SpladePlusPlusEnsembleDistil -rm3
    results:
      AP@1000:
        - 0.4995
      nDCG@10:
        - 0.6849
      R@100:
        - 0.6427
      R@1000:
        - 0.8684
  - name: splade-pp-ed-onnx+rocchio
    display: +Rocchio
    params: -impact -pretokenized -encoder SpladePlusPlusEnsembleDistil -rocchio
    results:
      AP@1000:
        - 0.5140
      nDCG@10:
        - 0.7119
      R@100:
        - 0.6394
      R@1000:
        - 0.8799