anserini/src/main/resources/regression/msmarco-passage-docTTTTTquery.yaml at master · yuki617/anserini · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
---
corpus: msmarco-passage-docTTTTTquery
corpus_path: collections/msmarco/msmarco-passage-docTTTTTquery/

index_path: indexes/lucene-index.msmarco-passage-docTTTTTquery/
collection_class: JsonCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 18
index_options: -storePositions -storeDocvectors -storeRaw
index_stats:
  documents: 8841823
  documents (non-empty): 8841823
  total terms: 1986612263

metrics:
  - metric: AP@1000
    command: tools/eval/trec_eval.9.0.4/trec_eval
    params: -c -m map
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: RR@10
    command: tools/eval/trec_eval.9.0.4/trec_eval
    params: -c -M 10 -m recip_rank
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: R@100
    command: tools/eval/trec_eval.9.0.4/trec_eval
    params: -c -m recall.100
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false
  - metric: R@1000
    command: tools/eval/trec_eval.9.0.4/trec_eval
    params: -c -m recall.1000
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: false

topic_reader: TsvInt
topic_root: src/main/resources/topics-and-qrels/
qrels_root: src/main/resources/topics-and-qrels/
topics:
  - name: "[MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking)"
    id: dev
    path: topics.msmarco-passage.dev-subset.txt
    qrel: qrels.msmarco-passage.dev-subset.txt

models:
  - name: bm25-default
    display: BM25 (default)
    params: -bm25
    results:
      AP@1000:
        - 0.2805
      RR@10:
        - 0.2723
      R@100:
        - 0.8192
      R@1000:
        - 0.9470
  - name: bm25-default+rm3
    display: +RM3
    params: -bm25 -rm3
    results:
      AP@1000:
        - 0.2243
      RR@10:
        - 0.2140
      R@100:
        - 0.7995
      R@1000:
        - 0.9463
  - name: bm25-tuned
    display: BM25 (tuned)
    params: -bm25 -bm25.k1 0.82 -bm25.b 0.68
    results:
      AP@1000:
        - 0.2850
      RR@10:
        - 0.2768
      R@100:
        - 0.8190
      R@1000:
        - 0.9471
  - name: bm25-tuned+rm3
    display: +RM3
    params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -rm3
    results:
      AP@1000:
        - 0.2266
      RR@10:
        - 0.2162
      R@100:
        - 0.8033
      R@1000:
        - 0.9479
  - name: bm25-tuned2
    display: BM25 (tuned2)
    params: -bm25 -bm25.k1 2.18 -bm25.b 0.86
    results:
      AP@1000:
        - 0.2893
      RR@10:
        - 0.2816
      R@100:
        - 0.8277
      R@1000:
        - 0.9506
  - name: bm25-tuned2+rm3
    display: +RM3
    params: -bm25 -bm25.k1 2.18 -bm25.b 0.86 -rm3
    results:
      AP@1000:
        - 0.2464
      RR@10:
        - 0.2374
      R@100:
        - 0.8228
      R@1000:
        - 0.9528