dl20-passage.yaml

---
name: msmarco-passage # Note, this is the name of the collection; this way we can share index with the msmarco regressions
index_command: target/appassembler/bin/IndexCollection
index_utils_command: target/appassembler/bin/IndexReaderUtils
search_command: target/appassembler/bin/SearchCollection
topic_root: src/main/resources/topics-and-qrels/
qrels_root: src/main/resources/topics-and-qrels/
index_root:
ranking_root:
collection: JsonCollection
generator: DefaultLuceneDocumentGenerator
threads: 9
index_options:
  - -storePositions
  - -storeDocvectors
  - -storeRaw
topic_reader: TsvInt
evals:
  - command: tools/eval/trec_eval.9.0.4/trec_eval
    params:
      - -m map
      - -c
      - -l 2
    separator: "\t"
    parse_index: 2
    metric: map
    metric_precision: 4
    can_combine: false
  - command: tools/eval/trec_eval.9.0.4/trec_eval
    params:
      - -m ndcg_cut.10
      - -c
    separator: "\t"
    parse_index: 2
    metric: NDCG@10
    metric_precision: 4
    can_combine: false
  - command: tools/eval/trec_eval.9.0.4/trec_eval
    params:
      - -m recip_rank
      - -c
      - -l 2
    separator: "\t"
    parse_index: 2
    metric: RR
    metric_precision: 4
    can_combine: false
  - command: tools/eval/trec_eval.9.0.4/trec_eval
    params:
      - -m recall.100
      - -c
      - -l 2
    separator: "\t"
    parse_index: 2
    metric: R@100
    metric_precision: 4
    can_combine: false
  - command: tools/eval/trec_eval.9.0.4/trec_eval
    params:
      - -m recall.1000
      - -c
      - -l 2
    separator: "\t"
    parse_index: 2
    metric: R@1000
    metric_precision: 4
    can_combine: false
input_roots:
  - /tuna1/      # on tuna
  - /store/      # on orca
  - /scratch2/   # on damiano
input: collections/msmarco/passage/
index_path: indexes/lucene-index.msmarco-passage.pos+docvectors+raw
index_stats:
  documents: 8841823
  documents (non-empty): 8841823
  total terms: 352316036
topics:
  - name: "[DL20 (Passage)](https://trec.nist.gov/data/deep2020.html)"
    path: topics.dl20.txt
    qrel: qrels.dl20-passage.txt
models:
  - name: bm25-default
    display: BM25 (default)
    params:
      - -bm25
    results:
      map:
        - 0.2856
      NDCG@10:
        - 0.4796
      RR:
        - 0.6585
      R@100:
        - 0.5599
      R@1000:
        - 0.7863
  - name: bm25-default+rm3
    display: +RM3
    params:
      - -bm25
      - -rm3
    results:
      map:
        - 0.3019
      NDCG@10:
        - 0.4821
      RR:
        - 0.6360
      R@100:
        - 0.6046
      R@1000:
        - 0.8217
  - name: bm25-default+ax
    display: +Ax
    params:
      - -bm25
      - -axiom
      - -axiom.deterministic
      - -rerankCutoff 20
    results:
      map:
        - 0.3240
      NDCG@10:
        - 0.4834
      RR:
        - 0.6096
      R@100:
        - 0.6428
      R@1000:
        - 0.8483
  - name: bm25-default+prf
    display: +PRF
    params:
      - -bm25
      - -bm25prf
    results:
      map:
        - 0.3117
      NDCG@10:
        - 0.4721
      RR:
        - 0.6157
      R@100:
        - 0.5783
      R@1000:
        - 0.8074
  - name: bm25-tuned
    display: BM25 (tuned)
    params:
      - -bm25
      - -bm25.k1 0.82
      - -bm25.b 0.68
    results:
      map:
        - 0.2876
      NDCG@10:
        - 0.4876
      RR:
        - 0.6594
      R@100:
        - 0.5669
      R@1000:
        - 0.8031
  - name: bm25-tuned+rm3
    display: +RM3
    params:
      - -bm25
      - -bm25.k1 0.82
      - -bm25.b 0.68
      - -rm3
    results:
      map:
        - 0.3056
      NDCG@10:
        - 0.4808
      RR:
        - 0.6278
      R@100:
        - 0.6333
      R@1000:
        - 0.8286
  - name: bm25-tuned+ax
    display: +Ax
    params:
      - -bm25
      - -bm25.k1 0.82
      - -bm25.b 0.68
      - -axiom
      - -axiom.deterministic
      - -rerankCutoff 20
    results:
      map:
        - 0.3322
      NDCG@10:
        - 0.5027
      RR:
        - 0.6328
      R@100:
        - 0.6468
      R@1000:
        - 0.8455
  - name: bm25-tuned+prf
    display: +PRF
    params:
      - -bm25
      - -bm25.k1 0.82
      - -bm25.b 0.68
      - -bm25prf
    results:
      map:
        - 0.3136
      NDCG@10:
        - 0.4788
      RR:
        - 0.6252
      R@100:
        - 0.5782
      R@1000:
        - 0.8121