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dl20-doc.yaml
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---
name: msmacro-doc # 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: CleanTrecCollection
generator: DefaultLuceneDocumentGenerator
threads: 1
index_options:
- -storePositions
- -storeDocvectors
- -storeRaw
topic_reader: TsvInt
evals:
- command: tools/eval/trec_eval.9.0.4/trec_eval
params:
- -m map
- -c
separator: "\t"
parse_index: 2
metric: map
metric_precision: 4
can_combine: true
- 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: true
- command: tools/eval/trec_eval.9.0.4/trec_eval
params:
- -m recip_rank
- -c
separator: "\t"
parse_index: 2
metric: RR
metric_precision: 4
can_combine: true
- command: tools/eval/trec_eval.9.0.4/trec_eval
params:
- -m recall.100
- -c
separator: "\t"
parse_index: 2
metric: R@100
metric_precision: 4
can_combine: true
input_roots:
- /tuna1/ # on tuna
- /store/ # on orca
- /scratch2/ # on damiano
input: collections/msmarco/doc/
index_path: indexes/lucene-index.msmarco-doc.pos+docvectors+raw
index_stats:
documents: 3213835
documents (non-empty): 3213835
total terms: 2748636047
topics:
- name: "[DL20 (Doc)](https://trec.nist.gov/data/deep2020.html)"
path: topics.dl20.txt
qrel: qrels.dl20-doc.txt
models:
- name: bm25-default
display: BM25 (default)
params:
- -bm25
- -hits 100 # Note, this is different DL 2020 passage ranking!
results:
map:
- 0.3791
NDCG@10:
- 0.5271
RR:
- 0.8521
R@100:
- 0.6110
- name: bm25-default+rm3
display: +RM3
params:
- -bm25
- -rm3
- -hits 100 # Note, this is different DL 2020 passage ranking!
results:
map:
- 0.4006
NDCG@10:
- 0.5248
RR:
- 0.8541
R@100:
- 0.6392
- name: bm25-tuned
display: BM25 (tuned)
params:
- -bm25
- -bm25.k1 3.44
- -bm25.b 0.87
- -hits 100 # Note, this is different DL 2020 passage ranking!
results:
map:
- 0.3630
NDCG@10:
- 0.5087
RR:
- 0.8641
R@100:
- 0.5926
- name: bm25-tuned+rm3
display: +RM3
params:
- -bm25
- -bm25.k1 3.44
- -bm25.b 0.87
- -rm3
- -hits 100 # Note, this is different DL 2020 passage ranking!
results:
map:
- 0.3588
NDCG@10:
- 0.5117
RR:
- 0.8188
R@100:
- 0.5983
- name: bm25-tuned2
display: BM25 (tuned2)
params:
- -bm25
- -bm25.k1 4.46
- -bm25.b 0.82
- -hits 100 # Note, this is different DL 2020 passage ranking!
results:
map:
- 0.3583
NDCG@10:
- 0.5078
RR:
- 0.8541
R@100:
- 0.5860
- name: bm25-tuned2+rm3
display: +RM3
params:
- -bm25
- -bm25.k1 4.46
- -bm25.b 0.82
- -rm3
- -hits 100 # Note, this is different DL 2020 passage ranking!
results:
map:
- 0.3618
NDCG@10:
- 0.5202
RR:
- 0.8458
R@100:
- 0.5998