File size: 10,846 Bytes
62977bb |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 |
conditions:
- name: bm25-default
display: BM25 original passage (k1=0.9, b=0.4)
display-html: BM25 original passage (<i>k<sub><small>1</small></sub></i>=0.9, <i>b</i>=0.4)
display-row: (1a)
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-passage --topics $topics --output $output --bm25
topics:
- topic_key: msmarco-v2-passage-dev
eval_key: msmarco-v2-passage-dev
scores:
- MRR@100: 0.0719
R@1K: 0.5733
- topic_key: msmarco-v2-passage-dev2
eval_key: msmarco-v2-passage-dev2
scores:
- MRR@100: 0.0802
R@1K: 0.5839
- topic_key: dl21
eval_key: dl21-passage
scores:
- MAP@100: 0.1357
nDCG@10: 0.4458
MRR@100: 0.5060
R@100: 0.3261
R@1K: 0.6149
- name: bm25-augmented-default
display: BM25 augmented passage (k1=0.9, b=0.4)
display-html: BM25 augmented passage (<i>k<sub><small>1</small></sub></i>=0.9, <i>b</i>=0.4)
display-row: (1b)
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-passage-augmented --topics $topics --output $output --bm25
topics:
- topic_key: msmarco-v2-passage-dev
eval_key: msmarco-v2-passage-dev
scores:
- MRR@100: 0.0872
R@1K: 0.6925
- topic_key: msmarco-v2-passage-dev2
eval_key: msmarco-v2-passage-dev2
scores:
- MRR@100: 0.0917
R@1K: 0.6933
- topic_key: dl21
eval_key: dl21-passage
scores:
- MAP@100: 0.0977
nDCG@10: 0.3977
MRR@100: 0.5303
R@100: 0.2709
R@1K: 0.5835
- name: bm25-rm3-default
display: BM25+RM3 original passage (k1=0.9, b=0.4)
display-html: BM25+RM3 original passage (<i>k<sub><small>1</small></sub></i>=0.9, <i>b</i>=0.4)
display-row: (1c)
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-passage --topics $topics --output $output --bm25 --rm3
topics:
- topic_key: msmarco-v2-passage-dev
eval_key: msmarco-v2-passage-dev
scores:
- MRR@100: 0.0630
R@1K: 0.5947
- topic_key: msmarco-v2-passage-dev2
eval_key: msmarco-v2-passage-dev2
scores:
- MRR@100: 0.0659
R@1K: 0.6062
- topic_key: dl21
eval_key: dl21-passage
scores:
- MAP@100: 0.1666
nDCG@10: 0.4455
MRR@100: 0.5202
R@100: 0.3499
R@1K: 0.6616
- name: bm25-rm3-augmented-default
display: BM25+RM3 augmented passage (k1=0.9, b=0.4)
display-html: BM25+RM3 augmented passage (<i>k<sub><small>1</small></sub></i>=0.9, <i>b</i>=0.4)
display-row: (1d)
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-passage-augmented --topics $topics --output $output --bm25 --rm3
topics:
- topic_key: msmarco-v2-passage-dev
eval_key: msmarco-v2-passage-dev
scores:
- MRR@100: 0.0667
R@1K: 0.6857
- topic_key: msmarco-v2-passage-dev2
eval_key: msmarco-v2-passage-dev2
scores:
- MRR@100: 0.0700
R@1K: 0.6826
- topic_key: dl21
eval_key: dl21-passage
scores:
- MAP@100: 0.1050
nDCG@10: 0.3869
MRR@100: 0.4915
R@100: 0.2807
R@1K: 0.6298
- name: bm25-d2q-t5-default
display: BM25 w/ doc2query-T5 original passage (k1=0.9, b=0.4)
display-html: BM25 w/ doc2query-T5 original passage (<i>k<sub><small>1</small></sub></i>=0.9, <i>b</i>=0.4)
display-row: (2a)
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-passage-d2q-t5 --topics $topics --output $output --bm25
topics:
- topic_key: msmarco-v2-passage-dev
eval_key: msmarco-v2-passage-dev
scores:
- MRR@100: 0.1072
R@1K: 0.7083
- topic_key: msmarco-v2-passage-dev2
eval_key: msmarco-v2-passage-dev2
scores:
- MRR@100: 0.1123
R@1K: 0.7151
- topic_key: dl21
eval_key: dl21-passage
scores:
- MAP@100: 0.1874
nDCG@10: 0.4816
MRR@100: 0.6848
R@100: 0.4076
R@1K: 0.7078
- name: bm25-d2q-t5-augmented-default
display: BM25 w/ doc2query-T5 augmented passage (k1=0.9, b=0.4)
display-html: BM25 w/ doc2query-T5 augmented passage (<i>k<sub><small>1</small></sub></i>=0.9, <i>b</i>=0.4)
display-row: (2b)
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-passage-augmented-d2q-t5 --topics $topics --output $output --bm25
topics:
- topic_key: msmarco-v2-passage-dev
eval_key: msmarco-v2-passage-dev
scores:
- MRR@100: 0.1172
R@1K: 0.7647
- topic_key: msmarco-v2-passage-dev2
eval_key: msmarco-v2-passage-dev2
scores:
- MRR@100: 0.1170
R@1K: 0.7659
- topic_key: dl21
eval_key: dl21-passage
scores:
- MAP@100: 0.1649
nDCG@10: 0.4702
MRR@100: 0.6391
R@100: 0.3883
R@1K: 0.6962
- name: bm25-rm3-d2q-t5-default
display: BM25+RM3 w/ doc2query-T5 original passage (k1=0.9, b=0.4)
display-html: BM25+RM3 w/ doc2query-T5 original passage (<i>k<sub><small>1</small></sub></i>=0.9, <i>b</i>=0.4)
display-row: (2c)
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-passage-d2q-t5-docvectors --topics $topics --output $output --bm25 --rm3
topics:
- topic_key: msmarco-v2-passage-dev
eval_key: msmarco-v2-passage-dev
scores:
- MRR@100: 0.0947
R@1K: 0.7181
- topic_key: msmarco-v2-passage-dev2
eval_key: msmarco-v2-passage-dev2
scores:
- MRR@100: 0.0984
R@1K: 0.7222
- topic_key: dl21
eval_key: dl21-passage
scores:
- MAP@100: 0.2285
nDCG@10: 0.5098
MRR@100: 0.6548
R@100: 0.4499
R@1K: 0.7537
- name: bm25-rm3-d2q-t5-augmented-default
display: BM25+RM3 w/ doc2query-T5 augmented passage (k1=0.9, b=0.4)
display-html: BM25+RM3 w/ doc2query-T5 augmented passage (<i>k<sub><small>1</small></sub></i>=0.9, <i>b</i>=0.4)
display-row: (2d)
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-passage-augmented-d2q-t5-docvectors --topics $topics --output $output --bm25 --rm3
topics:
- topic_key: msmarco-v2-passage-dev
eval_key: msmarco-v2-passage-dev
scores:
- MRR@100: 0.0883
R@1K: 0.7607
- topic_key: msmarco-v2-passage-dev2
eval_key: msmarco-v2-passage-dev2
scores:
- MRR@100: 0.0904
R@1K: 0.7649
- topic_key: dl21
eval_key: dl21-passage
scores:
- MAP@100: 0.1930
nDCG@10: 0.4812
MRR@100: 0.5958
R@100: 0.4321
R@1K: 0.7672
- 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-passage-unicoil-0shot --topics $topics --output $output --hits 1000 --impact
topics:
- topic_key: msmarco-v2-passage-dev-unicoil
eval_key: msmarco-v2-passage-dev
scores:
- MRR@100: 0.1499
R@1K: 0.7616
- topic_key: msmarco-v2-passage-dev2-unicoil
eval_key: msmarco-v2-passage-dev2
scores:
- MRR@100: 0.1577
R@1K: 0.7671
- topic_key: dl21-unicoil
eval_key: dl21-passage
scores:
- MAP@100: 0.2538
nDCG@10: 0.6159
MRR@100: 0.7311
R@100: 0.4731
R@1K: 0.7551
- name: unicoil-otf
display: "uniCOIL (w/ doc2query-T5): query inference with PyTorch"
display-html: "uniCOIL (w/ doc2query-T5): query inference with PyTorch"
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-passage-unicoil-0shot --topics $topics --encoder castorini/unicoil-msmarco-passage --output $output --hits 1000 --impact
topics:
- topic_key: msmarco-v2-passage-dev
eval_key: msmarco-v2-passage-dev
scores:
- MRR@100: 0.1501
R@1K: 0.7613
- topic_key: msmarco-v2-passage-dev2
eval_key: msmarco-v2-passage-dev2
scores:
- MRR@100: 0.1576
R@1K: 0.7676
- topic_key: dl21
eval_key: dl21-passage
scores:
- MAP@100: 0.2539
nDCG@10: 0.6160
MRR@100: 0.7311
R@100: 0.4723
R@1K: 0.7560
- 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-passage-unicoil-noexp-0shot --topics $topics --output $output --hits 1000 --impact
topics:
- topic_key: msmarco-v2-passage-dev-unicoil-noexp
eval_key: msmarco-v2-passage-dev
scores:
- MRR@100: 0.1342
R@1K: 0.7010
- topic_key: msmarco-v2-passage-dev2-unicoil-noexp
eval_key: msmarco-v2-passage-dev2
scores:
- MRR@100: 0.1385
R@1K: 0.7114
- topic_key: dl21-unicoil-noexp
eval_key: dl21-passage
scores:
- MAP@100: 0.2193
nDCG@10: 0.5756
MRR@100: 0.6991
R@100: 0.4246
R@1K: 0.6897
- name: unicoil-noexp-otf
display: "uniCOIL (noexp): query inference with PyTorch"
display-html: "uniCOIL (noexp): query inference with PyTorch"
command: python -m pyserini.search.lucene --threads 16 --batch-size 128 --index msmarco-v2-passage-unicoil-noexp-0shot --topics $topics --encoder castorini/unicoil-noexp-msmarco-passage --output $output --hits 1000 --impact
topics:
- topic_key: msmarco-v2-passage-dev
eval_key: msmarco-v2-passage-dev
scores:
- MRR@100: 0.1343
R@1K: 0.7010
- topic_key: msmarco-v2-passage-dev2
eval_key: msmarco-v2-passage-dev2
scores:
- MRR@100: 0.1385
R@1K: 0.7114
- topic_key: dl21
eval_key: dl21-passage
scores:
- MAP@100: 0.2194
nDCG@10: 0.5759
MRR@100: 0.6991
R@100: 0.4247
R@1K: 0.6893
|