regression.dl20-passage-docTTTTTquery.yaml Maven / Gradle / Ivy
---
corpus: msmarco-passage-docTTTTTquery
corpus_path: collections/msmarco/passage-docTTTTTquery/
index_path: indexes/lucene-index.msmarco-passage-docTTTTTquery/
collection_class: JsonCollection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 9
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: -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
topic_root: src/main/resources/topics-and-qrels/
qrels_root: src/main/resources/topics-and-qrels/
topics:
- name: "[DL20 (Passage)](https://trec.nist.gov/data/deep2020.html)"
id: dl20
path: topics.dl20.txt
qrel: qrels.dl20-passage.txt
models:
- name: bm25-default
display: BM25 (default)
params: -bm25
results:
AP@1000:
- 0.4074
nDCG@10:
- 0.6187
R@100:
- 0.7044
R@1000:
- 0.8452
- name: bm25-default+rm3
display: +RM3
params: -bm25 -rm3
results:
AP@1000:
- 0.4286
nDCG@10:
- 0.6131
R@100:
- 0.7161
R@1000:
- 0.8700
- name: bm25-default+rocchio
display: +Rocchio
params: -bm25 -rocchio
results:
AP@1000:
- 0.4246
nDCG@10:
- 0.6102
R@100:
- 0.7239
R@1000:
- 0.8675
- name: bm25-default+rocchio-neg
display: +Rocchio*
params: -bm25 -rocchio -rocchio.useNegative -rerankCutoff 1000
results:
AP@1000:
- 0.4272
nDCG@10:
- 0.6147
R@100:
- 0.7170
R@1000:
- 0.8700
- name: bm25-tuned
display: BM25 (tuned)
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68
results:
AP@1000:
- 0.4082
nDCG@10:
- 0.6192
R@100:
- 0.7046
R@1000:
- 0.8443
- name: bm25-tuned+rm3
display: +RM3
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -rm3
results:
AP@1000:
- 0.4298
nDCG@10:
- 0.6128
R@100:
- 0.7148
R@1000:
- 0.8696
- name: bm25-tuned+rocchio
display: +Rocchio
params: -bm25 -bm25.k1 0.82 -bm25.b 0.68 -rocchio
results:
AP@1000:
- 0.4269
nDCG@10:
- 0.6152
R@100:
- 0.7227
R@1000:
- 0.8694
- 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:
- 0.4279
nDCG@10:
- 0.6180
R@100:
- 0.7223
R@1000:
- 0.8689
- name: bm25-tuned2
display: BM25 (tuned2)
params: -bm25 -bm25.k1 2.18 -bm25.b 0.86
results:
AP@1000:
- 0.4171
nDCG@10:
- 0.6265
R@100:
- 0.7044
R@1000:
- 0.8393
- name: bm25-tuned2+rm3
display: +RM3
params: -bm25 -bm25.k1 2.18 -bm25.b 0.86 -rm3
results:
AP@1000:
- 0.4348
nDCG@10:
- 0.6235
R@100:
- 0.7105
R@1000:
- 0.8605
- name: bm25-tuned2+rocchio
display: +Rocchio
params: -bm25 -bm25.k1 2.18 -bm25.b 0.86 -rocchio
results:
AP@1000:
- 0.4376
nDCG@10:
- 0.6224
R@100:
- 0.7126
R@1000:
- 0.8641
- name: bm25-tuned2+rocchio-neg
display: +Rocchio*
params: -bm25 -bm25.k1 2.18 -bm25.b 0.86 -rocchio -rocchio.useNegative -rerankCutoff 1000
results:
AP@1000:
- 0.4366
nDCG@10:
- 0.6279
R@100:
- 0.7125
R@1000:
- 0.8657
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