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dl19-passage.yaml
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dl19-passage.yaml
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---
corpus: msmarco-passage
corpus_path: collections/msmarco/passage/
index_path: indexes/lucene-index.msmarco-passage/
collection_class: JsonCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 9
index_options: -storePositions -storeDocvectors -storeRaw
index_stats:
documents: 8841823
documents (non-empty): 8841823
total terms: 352316036
metrics:
- metric: AP@1000
command: tools/eval/trec_eval.9.0.4/trec_eval
params: -m map -c -l 2
separator: "\t"
parse_index: 2
metric_precision: 4
can_combine: false
- metric: nDCG@10
command: tools/eval/trec_eval.9.0.4/trec_eval
params: -m ndcg_cut.10 -c
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: -m recall.100 -c -l 2
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: -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/deep2019.html)"
id: dl19
path: topics.dl19-passage.txt
qrel: qrels.dl19-passage.txt
models:
- name: bm25-default
display: BM25 (default)
params: -bm25
results:
AP@1000:
- 0.3013
nDCG@10:
- 0.5058
R@100:
- 0.4910
R@1000:
- 0.7501
- name: bm25-default+rm3
display: +RM3
params: -bm25 -rm3
results:
AP@1000:
- 0.3416
nDCG@10:
- 0.5216
R@100:
- 0.5259
R@1000:
- 0.8136
- name: bm25-default+rocchio
display: +Rocchio
params: -bm25 -rocchio
results:
AP@1000:
- 0.3474
nDCG@10:
- 0.5275
R@100:
- 0.5257
R@1000:
- 0.8007
- name: bm25-default+rocchio-neg
display: +Rocchio*
params: -bm25 -rocchio -rocchio.useNegative -rerankCutoff 1000
results:
AP@1000:
- 0.3464
nDCG@10:
- 0.5280
R@100:
- 0.5266
R@1000:
- 0.8027
- name: bm25-default+ax
display: +Ax
params: -bm25 -axiom -axiom.deterministic -rerankCutoff 20
results:
AP@1000:
- 0.3745
nDCG@10:
- 0.5511
R@100:
- 0.5351
R@1000:
- 0.8241
- name: bm25-default+prf
display: +PRF
params: -bm25 -bm25prf
results:
AP@1000:
- 0.3561
nDCG@10:
- 0.5372
R@100:
- 0.5404
R@1000:
- 0.7929
- name: bm25-tuned
display: BM25 (tuned)
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68
results:
AP@1000:
- 0.2903
nDCG@10:
- 0.4973
R@100:
- 0.4974
R@1000:
- 0.7450
- name: bm25-tuned+rm3
display: +RM3
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -rm3
results:
AP@1000:
- 0.3339
nDCG@10:
- 0.5147
R@100:
- 0.5177
R@1000:
- 0.7950
- name: bm25-tuned+rocchio
display: +Rocchio
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -rocchio
results:
AP@1000:
- 0.3396
nDCG@10:
- 0.5275
R@100:
- 0.5264
R@1000:
- 0.7948
- name: bm25-tuned+rocchio-neg
display: +Rocchio*
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -rocchio -rocchio.useNegative -rerankCutoff 1000
results:
AP@1000:
- 0.3403
nDCG@10:
- 0.5277
R@100:
- 0.5292
R@1000:
- 0.7987
- name: bm25-tuned+ax
display: +Ax
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -axiom -axiom.deterministic -rerankCutoff 20
results:
AP@1000:
- 0.3632
nDCG@10:
- 0.5461
R@100:
- 0.5404
R@1000:
- 0.8138
- name: bm25-tuned+prf
display: +PRF
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -bm25prf
results:
AP@1000:
- 0.3684
nDCG@10:
- 0.5536
R@100:
- 0.5420
R@1000:
- 0.7988