conditions:
- name: bm25-doc-default
display: BM25 doc (k1=0.9, b=0.4)
display-html: BM25 doc (k1=0.9, b=0.4)
display-row: (1a)
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-doc-slim --topics $topics --output $output --bm25
topics:
- topic_key: msmarco-v2-doc-dev
eval_key: msmarco-v2-doc-dev
scores:
- MRR@100: 0.1572
R@1K: 0.8054
- topic_key: msmarco-v2-doc-dev2
eval_key: msmarco-v2-doc-dev2
scores:
- MRR@100: 0.1659
R@1K: 0.8029
- topic_key: dl21
eval_key: dl21-doc
scores:
- MAP@100: 0.2126
nDCG@10: 0.5116
MRR@100: 0.8367
R@100: 0.3195
R@1K: 0.6739
- name: bm25-doc-segmented-default
display: BM25 doc segmented (k1=0.9, b=0.4)
display-html: BM25 doc segmented (k1=0.9, b=0.4)
display-row: (1b)
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-doc-segmented-slim --topics $topics --output $output --bm25 --hits 10000 --max-passage-hits 1000 --max-passage
topics:
- topic_key: msmarco-v2-doc-dev
eval_key: msmarco-v2-doc-dev
scores:
- MRR@100: 0.1896
R@1K: 0.8542
- topic_key: msmarco-v2-doc-dev2
eval_key: msmarco-v2-doc-dev2
scores:
- MRR@100: 0.1930
R@1K: 0.8549
- topic_key: dl21
eval_key: dl21-doc
scores:
- MAP@100: 0.2436
nDCG@10: 0.5776
MRR@100: 0.8937
R@100: 0.3478
R@1K: 0.6930
- name: bm25-rm3-doc-default
display: BM25+RM3 doc (k1=0.9, b=0.4)
display-html: BM25+RM3 doc (k1=0.9, b=0.4)
display-row: (1c)
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-doc-full --topics $topics --output $output --bm25 --rm3
topics:
- topic_key: msmarco-v2-doc-dev
eval_key: msmarco-v2-doc-dev
scores:
- MRR@100: 0.0974
R@1K: 0.7699
- topic_key: msmarco-v2-doc-dev2
eval_key: msmarco-v2-doc-dev2
scores:
- MRR@100: 0.1033
R@1K: 0.7736
- topic_key: dl21
eval_key: dl21-doc
scores:
- MAP@100: 0.2452
nDCG@10: 0.5304
MRR@100: 0.7914
R@100: 0.3376
R@1K: 0.7341
- name: bm25-rm3-doc-segmented-default
display: BM25+RM3 doc segmented (k1=0.9, b=0.4)
display-html: BM25+RM3 doc segmented (k1=0.9, b=0.4)
display-row: (1d)
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-doc-segmented-full --topics $topics --output $output --bm25 --rm3 --hits 10000 --max-passage-hits 1000 --max-passage
topics:
- topic_key: msmarco-v2-doc-dev
eval_key: msmarco-v2-doc-dev
scores:
- MRR@100: 0.1660
R@1K: 0.8608
- topic_key: msmarco-v2-doc-dev2
eval_key: msmarco-v2-doc-dev2
scores:
- MRR@100: 0.1702
R@1K: 0.8639
- topic_key: dl21
eval_key: dl21-doc
scores:
- MAP@100: 0.2936
nDCG@10: 0.6189
MRR@100: 0.9076
R@100: 0.3890
R@1K: 0.7678
- name: bm25-d2q-t5-doc-default
display: BM25 w/ doc2query-T5 doc (k1=0.9, b=0.4)
display-html: BM25 w/ doc2query-T5 doc (k1=0.9, b=0.4)
display-row: (2a)
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-doc-d2q-t5 --topics $topics --output $output --bm25
topics:
- topic_key: msmarco-v2-doc-dev
eval_key: msmarco-v2-doc-dev
scores:
- MRR@100: 0.2011
R@1K: 0.8614
- topic_key: msmarco-v2-doc-dev2
eval_key: msmarco-v2-doc-dev2
scores:
- MRR@100: 0.2012
R@1K: 0.8568
- topic_key: dl21
eval_key: dl21-doc
scores:
- MAP@100: 0.2387
nDCG@10: 0.5792
MRR@100: 0.8866
R@100: 0.3443
R@1K: 0.7066
- name: bm25-d2q-t5-doc-segmented-default
display: BM25 w/ doc2query-T5 doc segmented (k1=0.9, b=0.4)
display-html: BM25 w/ doc2query-T5 doc segmented (k1=0.9, b=0.4)
display-row: (2b)
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-doc-segmented-d2q-t5 --topics $topics --output $output --bm25 --hits 10000 --max-passage-hits 1000 --max-passage
topics:
- topic_key: msmarco-v2-doc-dev
eval_key: msmarco-v2-doc-dev
scores:
- MRR@100: 0.2226
R@1K: 0.8982
- topic_key: msmarco-v2-doc-dev2
eval_key: msmarco-v2-doc-dev2
scores:
- MRR@100: 0.2234
R@1K: 0.8952
- topic_key: dl21
eval_key: dl21-doc
scores:
- MAP@100: 0.2683
nDCG@10: 0.6289
MRR@100: 0.9454
R@100: 0.3656
R@1K: 0.7202
- name: bm25-rm3-d2q-t5-doc-default
display: BM25+RM3 w/ doc2query-T5 doc (k1=0.9, b=0.4)
display-html: BM25+RM3 w/ doc2query-T5 doc (k1=0.9, b=0.4)
display-row: (2c)
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-doc-d2q-t5-docvectors --topics $topics --output $output --bm25 --rm3
topics:
- topic_key: msmarco-v2-doc-dev
eval_key: msmarco-v2-doc-dev
scores:
- MRR@100: 0.1141
R@1K: 0.8191
- topic_key: msmarco-v2-doc-dev2
eval_key: msmarco-v2-doc-dev2
scores:
- MRR@100: 0.1170
R@1K: 0.8247
- topic_key: dl21
eval_key: dl21-doc
scores:
- MAP@100: 0.2611
nDCG@10: 0.5375
MRR@100: 0.8255
R@100: 0.3580
R@1K: 0.7574
- name: bm25-rm3-d2q-t5-doc-segmented-default
display: BM25+RM3 w/ doc2query-T5 doc segmented (k1=0.9, b=0.4)
display-html: BM25+RM3 w/ doc2query-T5 doc segmented (k1=0.9, b=0.4)
display-row: (2d)
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-doc-segmented-d2q-t5-docvectors --topics $topics --output $output --bm25 --rm3 --hits 10000 --max-passage-hits 1000 --max-passage
topics:
- topic_key: msmarco-v2-doc-dev
eval_key: msmarco-v2-doc-dev
scores:
- MRR@100: 0.1975
R@1K: 0.9002
- topic_key: msmarco-v2-doc-dev2
eval_key: msmarco-v2-doc-dev2
scores:
- MRR@100: 0.1978
R@1K: 0.8972
- topic_key: dl21
eval_key: dl21-doc
scores:
- MAP@100: 0.3191
nDCG@10: 0.6559
MRR@100: 0.8989
R@100: 0.4131
R@1K: 0.7948
- name: unicoil-noexp
display: "uniCOIL (noexp): pre-encoded"
display-html: "uniCOIL (noexp): pre-encoded queries"
display-row: (3a)
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-doc-segmented-unicoil-noexp-0shot --topics $topics --output $output --impact --hits 10000 --max-passage-hits 1000 --max-passage
topics:
- topic_key: msmarco-v2-doc-dev-unicoil-noexp
eval_key: msmarco-v2-doc-dev
scores:
- MRR@100: 0.2231
R@1K: 0.8987
- topic_key: msmarco-v2-doc-dev2-unicoil-noexp
eval_key: msmarco-v2-doc-dev2
scores:
- MRR@100: 0.2314
R@1K: 0.8995
- topic_key: dl21-unicoil-noexp
eval_key: dl21-doc
scores:
- MAP@100: 0.2587
nDCG@10: 0.6495
MRR@100: 0.9282
R@100: 0.3563
R@1K: 0.6787
- name: unicoil-noexp-otf
display: "uniCOIL (noexp): otf"
display-html: "uniCOIL (noexp): on-the-fly query inference"
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-doc-segmented-unicoil-noexp-0shot --topics $topics --encoder castorini/unicoil-noexp-msmarco-passage --output $output --impact --hits 10000 --max-passage-hits 1000 --max-passage
topics:
- topic_key: msmarco-v2-doc-dev
eval_key: msmarco-v2-doc-dev
scores:
- MRR@100: 0.2232
R@1K: 0.8987
- topic_key: msmarco-v2-doc-dev2
eval_key: msmarco-v2-doc-dev2
scores:
- MRR@100: 0.2314
R@1K: 0.8993
- topic_key: dl21
eval_key: dl21-doc
scores:
- MAP@100: 0.2589
nDCG@10: 0.6501
MRR@100: 0.9282
R@100: 0.3574
R@1K: 0.6782
- name: unicoil
display: "uniCOIL (w/ doc2query-T5): pre-encoded"
display-html: "uniCOIL (w/ doc2query-T5): pre-encoded queries"
display-row: (3b)
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-doc-segmented-unicoil-0shot --topics $topics --output $output --impact --hits 10000 --max-passage-hits 1000 --max-passage
topics:
- topic_key: msmarco-v2-doc-dev-unicoil
eval_key: msmarco-v2-doc-dev
scores:
- MRR@100: 0.2419
R@1K: 0.9122
- topic_key: msmarco-v2-doc-dev2-unicoil
eval_key: msmarco-v2-doc-dev2
scores:
- MRR@100: 0.2445
R@1K: 0.9172
- topic_key: dl21-unicoil
eval_key: dl21-doc
scores:
- MAP@100: 0.2718
nDCG@10: 0.6783
MRR@100: 0.9684
R@100: 0.3700
R@1K: 0.7069
- name: unicoil-otf
display: "uniCOIL (w/ doc2query-T5): otf"
display-html: "uniCOIL (w/ doc2query-T5): on-the-fly query inference"
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-doc-segmented-unicoil-0shot --topics $topics --encoder castorini/unicoil-msmarco-passage --output $output --impact --hits 10000 --max-passage-hits 1000 --max-passage
topics:
- topic_key: msmarco-v2-doc-dev
eval_key: msmarco-v2-doc-dev
scores:
- MRR@100: 0.2419
R@1K: 0.9120
- topic_key: msmarco-v2-doc-dev2
eval_key: msmarco-v2-doc-dev2
scores:
- MRR@100: 0.2447
R@1K: 0.9174
- topic_key: dl21
eval_key: dl21-doc
scores:
- MAP@100: 0.2720
nDCG@10: 0.6782
MRR@100: 0.9684
R@100: 0.3702
R@1K: 0.7071