update readme.md
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README.md
CHANGED
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@@ -31,6 +31,582 @@ tags:
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model-index:
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- name: Omartificial-Intelligence-Space/GATE-AraBert-v1
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| 33 |
results:
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| 34 |
- dataset:
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config: ara-ara
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name: MTEB MLQARetrieval (ara-ara)
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@@ -322,6 +898,348 @@ model-index:
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value: 48.076
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task:
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type: Retrieval
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|
|
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|
| 325 |
- dataset:
|
| 326 |
config: ar-ar
|
| 327 |
name: MTEB STS17 (ar-ar)
|
|
|
|
| 31 |
model-index:
|
| 32 |
- name: Omartificial-Intelligence-Space/GATE-AraBert-v1
|
| 33 |
results:
|
| 34 |
+
- dataset:
|
| 35 |
+
config: ar
|
| 36 |
+
name: MTEB MIRACLRetrievalHardNegatives (ar)
|
| 37 |
+
revision: 95c8db7d4a6e9c1d8a60601afd63d553ae20a2eb
|
| 38 |
+
split: dev
|
| 39 |
+
type: mteb/miracl-hard-negatives
|
| 40 |
+
metrics:
|
| 41 |
+
- type: ndcg_at_1
|
| 42 |
+
value: 48.699999999999996
|
| 43 |
+
- type: ndcg_at_3
|
| 44 |
+
value: 51.161
|
| 45 |
+
- type: ndcg_at_5
|
| 46 |
+
value: 53.923
|
| 47 |
+
- type: ndcg_at_10
|
| 48 |
+
value: 57.737
|
| 49 |
+
- type: ndcg_at_20
|
| 50 |
+
value: 60.475
|
| 51 |
+
- type: ndcg_at_100
|
| 52 |
+
value: 63.096
|
| 53 |
+
- type: ndcg_at_1000
|
| 54 |
+
value: 64.203
|
| 55 |
+
- type: map_at_1
|
| 56 |
+
value: 32.108
|
| 57 |
+
- type: map_at_3
|
| 58 |
+
value: 44.405
|
| 59 |
+
- type: map_at_5
|
| 60 |
+
value: 47.164
|
| 61 |
+
- type: map_at_10
|
| 62 |
+
value: 49.477
|
| 63 |
+
- type: map_at_20
|
| 64 |
+
value: 50.583999999999996
|
| 65 |
+
- type: map_at_100
|
| 66 |
+
value: 51.212999999999994
|
| 67 |
+
- type: map_at_1000
|
| 68 |
+
value: 51.281
|
| 69 |
+
- type: recall_at_1
|
| 70 |
+
value: 32.108
|
| 71 |
+
- type: recall_at_3
|
| 72 |
+
value: 52.675000000000004
|
| 73 |
+
- type: recall_at_5
|
| 74 |
+
value: 60.709
|
| 75 |
+
- type: recall_at_10
|
| 76 |
+
value: 70.61
|
| 77 |
+
- type: recall_at_20
|
| 78 |
+
value: 79.208
|
| 79 |
+
- type: recall_at_100
|
| 80 |
+
value: 89.805
|
| 81 |
+
- type: recall_at_1000
|
| 82 |
+
value: 96.935
|
| 83 |
+
- type: precision_at_1
|
| 84 |
+
value: 48.699999999999996
|
| 85 |
+
- type: precision_at_3
|
| 86 |
+
value: 29.7
|
| 87 |
+
- type: precision_at_5
|
| 88 |
+
value: 21.34
|
| 89 |
+
- type: precision_at_10
|
| 90 |
+
value: 12.98
|
| 91 |
+
- type: precision_at_20
|
| 92 |
+
value: 7.485
|
| 93 |
+
- type: precision_at_100
|
| 94 |
+
value: 1.772
|
| 95 |
+
- type: precision_at_1000
|
| 96 |
+
value: 0.193
|
| 97 |
+
- type: mrr_at_1
|
| 98 |
+
value: 48.699999999999996
|
| 99 |
+
- type: mrr_at_3
|
| 100 |
+
value: 57.5333
|
| 101 |
+
- type: mrr_at_5
|
| 102 |
+
value: 59.1333
|
| 103 |
+
- type: mrr_at_10
|
| 104 |
+
value: 60.1163
|
| 105 |
+
- type: mrr_at_20
|
| 106 |
+
value: 60.5298
|
| 107 |
+
- type: mrr_at_100
|
| 108 |
+
value: 60.691700000000004
|
| 109 |
+
- type: mrr_at_1000
|
| 110 |
+
value: 60.707699999999996
|
| 111 |
+
- type: nauc_ndcg_at_1_max
|
| 112 |
+
value: 28.267999999999997
|
| 113 |
+
- type: nauc_ndcg_at_1_std
|
| 114 |
+
value: -14.380299999999998
|
| 115 |
+
- type: nauc_ndcg_at_1_diff1
|
| 116 |
+
value: 46.6563
|
| 117 |
+
- type: nauc_ndcg_at_3_max
|
| 118 |
+
value: 30.7733
|
| 119 |
+
- type: nauc_ndcg_at_3_std
|
| 120 |
+
value: -18.2892
|
| 121 |
+
- type: nauc_ndcg_at_3_diff1
|
| 122 |
+
value: 42.4678
|
| 123 |
+
- type: nauc_ndcg_at_5_max
|
| 124 |
+
value: 31.014799999999997
|
| 125 |
+
- type: nauc_ndcg_at_5_std
|
| 126 |
+
value: -19.1886
|
| 127 |
+
- type: nauc_ndcg_at_5_diff1
|
| 128 |
+
value: 42.4011
|
| 129 |
+
- type: nauc_ndcg_at_10_max
|
| 130 |
+
value: 31.895400000000002
|
| 131 |
+
- type: nauc_ndcg_at_10_std
|
| 132 |
+
value: -17.1444
|
| 133 |
+
- type: nauc_ndcg_at_10_diff1
|
| 134 |
+
value: 41.7072
|
| 135 |
+
- type: nauc_ndcg_at_20_max
|
| 136 |
+
value: 33.373799999999996
|
| 137 |
+
- type: nauc_ndcg_at_20_std
|
| 138 |
+
value: -15.8958
|
| 139 |
+
- type: nauc_ndcg_at_20_diff1
|
| 140 |
+
value: 42.174800000000005
|
| 141 |
+
- type: nauc_ndcg_at_100_max
|
| 142 |
+
value: 33.3595
|
| 143 |
+
- type: nauc_ndcg_at_100_std
|
| 144 |
+
value: -13.684
|
| 145 |
+
- type: nauc_ndcg_at_100_diff1
|
| 146 |
+
value: 42.5765
|
| 147 |
+
- type: nauc_ndcg_at_1000_max
|
| 148 |
+
value: 33.306799999999996
|
| 149 |
+
- type: nauc_ndcg_at_1000_std
|
| 150 |
+
value: -13.309099999999999
|
| 151 |
+
- type: nauc_ndcg_at_1000_diff1
|
| 152 |
+
value: 42.7722
|
| 153 |
+
- type: nauc_map_at_1_max
|
| 154 |
+
value: 20.7316
|
| 155 |
+
- type: nauc_map_at_1_std
|
| 156 |
+
value: -19.7081
|
| 157 |
+
- type: nauc_map_at_1_diff1
|
| 158 |
+
value: 45.9673
|
| 159 |
+
- type: nauc_map_at_3_max
|
| 160 |
+
value: 27.112399999999997
|
| 161 |
+
- type: nauc_map_at_3_std
|
| 162 |
+
value: -21.3088
|
| 163 |
+
- type: nauc_map_at_3_diff1
|
| 164 |
+
value: 43.3808
|
| 165 |
+
- type: nauc_map_at_5_max
|
| 166 |
+
value: 28.2607
|
| 167 |
+
- type: nauc_map_at_5_std
|
| 168 |
+
value: -20.7577
|
| 169 |
+
- type: nauc_map_at_5_diff1
|
| 170 |
+
value: 42.7665
|
| 171 |
+
- type: nauc_map_at_10_max
|
| 172 |
+
value: 29.418899999999997
|
| 173 |
+
- type: nauc_map_at_10_std
|
| 174 |
+
value: -19.5259
|
| 175 |
+
- type: nauc_map_at_10_diff1
|
| 176 |
+
value: 42.277100000000004
|
| 177 |
+
- type: nauc_map_at_20_max
|
| 178 |
+
value: 30.0292
|
| 179 |
+
- type: nauc_map_at_20_std
|
| 180 |
+
value: -19.0805
|
| 181 |
+
- type: nauc_map_at_20_diff1
|
| 182 |
+
value: 42.5082
|
| 183 |
+
- type: nauc_map_at_100_max
|
| 184 |
+
value: 30.098599999999998
|
| 185 |
+
- type: nauc_map_at_100_std
|
| 186 |
+
value: -18.570600000000002
|
| 187 |
+
- type: nauc_map_at_100_diff1
|
| 188 |
+
value: 42.58
|
| 189 |
+
- type: nauc_map_at_1000_max
|
| 190 |
+
value: 30.0989
|
| 191 |
+
- type: nauc_map_at_1000_std
|
| 192 |
+
value: -18.543499999999998
|
| 193 |
+
- type: nauc_map_at_1000_diff1
|
| 194 |
+
value: 42.5925
|
| 195 |
+
- type: nauc_recall_at_1_max
|
| 196 |
+
value: 20.7316
|
| 197 |
+
- type: nauc_recall_at_1_std
|
| 198 |
+
value: -19.7081
|
| 199 |
+
- type: nauc_recall_at_1_diff1
|
| 200 |
+
value: 45.9673
|
| 201 |
+
- type: nauc_recall_at_3_max
|
| 202 |
+
value: 27.832600000000003
|
| 203 |
+
- type: nauc_recall_at_3_std
|
| 204 |
+
value: -20.2727
|
| 205 |
+
- type: nauc_recall_at_3_diff1
|
| 206 |
+
value: 37.7177
|
| 207 |
+
- type: nauc_recall_at_5_max
|
| 208 |
+
value: 29.0228
|
| 209 |
+
- type: nauc_recall_at_5_std
|
| 210 |
+
value: -21.0861
|
| 211 |
+
- type: nauc_recall_at_5_diff1
|
| 212 |
+
value: 35.5742
|
| 213 |
+
- type: nauc_recall_at_10_max
|
| 214 |
+
value: 29.876
|
| 215 |
+
- type: nauc_recall_at_10_std
|
| 216 |
+
value: -15.8439
|
| 217 |
+
- type: nauc_recall_at_10_diff1
|
| 218 |
+
value: 31.639499999999998
|
| 219 |
+
- type: nauc_recall_at_20_max
|
| 220 |
+
value: 36.5508
|
| 221 |
+
- type: nauc_recall_at_20_std
|
| 222 |
+
value: -10.3007
|
| 223 |
+
- type: nauc_recall_at_20_diff1
|
| 224 |
+
value: 31.490800000000004
|
| 225 |
+
- type: nauc_recall_at_100_max
|
| 226 |
+
value: 41.573
|
| 227 |
+
- type: nauc_recall_at_100_std
|
| 228 |
+
value: 10.3383
|
| 229 |
+
- type: nauc_recall_at_100_diff1
|
| 230 |
+
value: 32.034400000000005
|
| 231 |
+
- type: nauc_recall_at_1000_max
|
| 232 |
+
value: 61.4362
|
| 233 |
+
- type: nauc_recall_at_1000_std
|
| 234 |
+
value: 69.59440000000001
|
| 235 |
+
- type: nauc_recall_at_1000_diff1
|
| 236 |
+
value: 29.5155
|
| 237 |
+
- type: nauc_precision_at_1_max
|
| 238 |
+
value: 28.267999999999997
|
| 239 |
+
- type: nauc_precision_at_1_std
|
| 240 |
+
value: -14.380299999999998
|
| 241 |
+
- type: nauc_precision_at_1_diff1
|
| 242 |
+
value: 46.6563
|
| 243 |
+
- type: nauc_precision_at_3_max
|
| 244 |
+
value: 28.3698
|
| 245 |
+
- type: nauc_precision_at_3_std
|
| 246 |
+
value: -5.6800999999999995
|
| 247 |
+
- type: nauc_precision_at_3_diff1
|
| 248 |
+
value: 20.9306
|
| 249 |
+
- type: nauc_precision_at_5_max
|
| 250 |
+
value: 27.0061
|
| 251 |
+
- type: nauc_precision_at_5_std
|
| 252 |
+
value: -0.2876
|
| 253 |
+
- type: nauc_precision_at_5_diff1
|
| 254 |
+
value: 12.3067
|
| 255 |
+
- type: nauc_precision_at_10_max
|
| 256 |
+
value: 24.1662
|
| 257 |
+
- type: nauc_precision_at_10_std
|
| 258 |
+
value: 8.8292
|
| 259 |
+
- type: nauc_precision_at_10_diff1
|
| 260 |
+
value: 4.0011
|
| 261 |
+
- type: nauc_precision_at_20_max
|
| 262 |
+
value: 21.4451
|
| 263 |
+
- type: nauc_precision_at_20_std
|
| 264 |
+
value: 13.3651
|
| 265 |
+
- type: nauc_precision_at_20_diff1
|
| 266 |
+
value: -0.7437
|
| 267 |
+
- type: nauc_precision_at_100_max
|
| 268 |
+
value: 13.9599
|
| 269 |
+
- type: nauc_precision_at_100_std
|
| 270 |
+
value: 22.5858
|
| 271 |
+
- type: nauc_precision_at_100_diff1
|
| 272 |
+
value: -6.833
|
| 273 |
+
- type: nauc_precision_at_1000_max
|
| 274 |
+
value: 10.3447
|
| 275 |
+
- type: nauc_precision_at_1000_std
|
| 276 |
+
value: 25.1309
|
| 277 |
+
- type: nauc_precision_at_1000_diff1
|
| 278 |
+
value: -10.5
|
| 279 |
+
- type: nauc_mrr_at_1_max
|
| 280 |
+
value: 28.267999999999997
|
| 281 |
+
- type: nauc_mrr_at_1_std
|
| 282 |
+
value: -14.380299999999998
|
| 283 |
+
- type: nauc_mrr_at_1_diff1
|
| 284 |
+
value: 46.6563
|
| 285 |
+
- type: nauc_mrr_at_3_max
|
| 286 |
+
value: 33.0318
|
| 287 |
+
- type: nauc_mrr_at_3_std
|
| 288 |
+
value: -12.7141
|
| 289 |
+
- type: nauc_mrr_at_3_diff1
|
| 290 |
+
value: 44.562200000000004
|
| 291 |
+
- type: nauc_mrr_at_5_max
|
| 292 |
+
value: 33.292699999999996
|
| 293 |
+
- type: nauc_mrr_at_5_std
|
| 294 |
+
value: -13.118599999999999
|
| 295 |
+
- type: nauc_mrr_at_5_diff1
|
| 296 |
+
value: 44.8335
|
| 297 |
+
- type: nauc_mrr_at_10_max
|
| 298 |
+
value: 33.2046
|
| 299 |
+
- type: nauc_mrr_at_10_std
|
| 300 |
+
value: -12.4948
|
| 301 |
+
- type: nauc_mrr_at_10_diff1
|
| 302 |
+
value: 44.7418
|
| 303 |
+
- type: nauc_mrr_at_20_max
|
| 304 |
+
value: 33.2849
|
| 305 |
+
- type: nauc_mrr_at_20_std
|
| 306 |
+
value: -12.2826
|
| 307 |
+
- type: nauc_mrr_at_20_diff1
|
| 308 |
+
value: 44.7205
|
| 309 |
+
- type: nauc_mrr_at_100_max
|
| 310 |
+
value: 33.196799999999996
|
| 311 |
+
- type: nauc_mrr_at_100_std
|
| 312 |
+
value: -12.2722
|
| 313 |
+
- type: nauc_mrr_at_100_diff1
|
| 314 |
+
value: 44.804300000000005
|
| 315 |
+
- type: nauc_mrr_at_1000_max
|
| 316 |
+
value: 33.1847
|
| 317 |
+
- type: nauc_mrr_at_1000_std
|
| 318 |
+
value: -12.2764
|
| 319 |
+
- type: nauc_mrr_at_1000_diff1
|
| 320 |
+
value: 44.806400000000004
|
| 321 |
+
- type: main_score
|
| 322 |
+
value: 57.737
|
| 323 |
+
task:
|
| 324 |
+
type: Retrieval
|
| 325 |
+
- dataset:
|
| 326 |
+
config: ara-ara
|
| 327 |
+
name: MTEB MLQARetrieval (ara-ara)
|
| 328 |
+
revision: 397ed406c1a7902140303e7faf60fff35b58d285
|
| 329 |
+
split: validation
|
| 330 |
+
type: facebook/mlqa
|
| 331 |
+
metrics:
|
| 332 |
+
- type: ndcg_at_1
|
| 333 |
+
value: 47.776
|
| 334 |
+
- type: ndcg_at_3
|
| 335 |
+
value: 57.977999999999994
|
| 336 |
+
- type: ndcg_at_5
|
| 337 |
+
value: 60.275999999999996
|
| 338 |
+
- type: ndcg_at_10
|
| 339 |
+
value: 62.580000000000005
|
| 340 |
+
- type: ndcg_at_20
|
| 341 |
+
value: 63.857
|
| 342 |
+
- type: ndcg_at_100
|
| 343 |
+
value: 66.053
|
| 344 |
+
- type: ndcg_at_1000
|
| 345 |
+
value: 66.77
|
| 346 |
+
- type: map_at_1
|
| 347 |
+
value: 47.776
|
| 348 |
+
- type: map_at_3
|
| 349 |
+
value: 55.545
|
| 350 |
+
- type: map_at_5
|
| 351 |
+
value: 56.812
|
| 352 |
+
- type: map_at_10
|
| 353 |
+
value: 57.75599999999999
|
| 354 |
+
- type: map_at_20
|
| 355 |
+
value: 58.10999999999999
|
| 356 |
+
- type: map_at_100
|
| 357 |
+
value: 58.404999999999994
|
| 358 |
+
- type: map_at_1000
|
| 359 |
+
value: 58.440000000000005
|
| 360 |
+
- type: recall_at_1
|
| 361 |
+
value: 47.776
|
| 362 |
+
- type: recall_at_3
|
| 363 |
+
value: 64.99000000000001
|
| 364 |
+
- type: recall_at_5
|
| 365 |
+
value: 70.6
|
| 366 |
+
- type: recall_at_10
|
| 367 |
+
value: 77.756
|
| 368 |
+
- type: recall_at_20
|
| 369 |
+
value: 82.785
|
| 370 |
+
- type: recall_at_100
|
| 371 |
+
value: 94.77799999999999
|
| 372 |
+
- type: recall_at_1000
|
| 373 |
+
value: 100.0
|
| 374 |
+
- type: precision_at_1
|
| 375 |
+
value: 47.776
|
| 376 |
+
- type: precision_at_3
|
| 377 |
+
value: 21.663
|
| 378 |
+
- type: precision_at_5
|
| 379 |
+
value: 14.12
|
| 380 |
+
- type: precision_at_10
|
| 381 |
+
value: 7.776
|
| 382 |
+
- type: precision_at_20
|
| 383 |
+
value: 4.139
|
| 384 |
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value: 19.3681
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value: 69.8656
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value: 69.1296
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value: 69.8608
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value: 19.4191
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value: 69.1547
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- type: main_score
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| 607 |
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value: 62.580000000000005
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| 608 |
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task:
|
| 609 |
+
type: Retrieval
|
| 610 |
- dataset:
|
| 611 |
config: ara-ara
|
| 612 |
name: MTEB MLQARetrieval (ara-ara)
|
|
|
|
| 898 |
value: 48.076
|
| 899 |
task:
|
| 900 |
type: Retrieval
|
| 901 |
+
- dataset:
|
| 902 |
+
config: ar
|
| 903 |
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name: MTEB MintakaRetrieval (ar)
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| 904 |
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revision: efa78cc2f74bbcd21eff2261f9e13aebe40b814e
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| 905 |
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split: test
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| 906 |
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type: jinaai/mintakaqa
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| 907 |
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metrics:
|
| 908 |
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|
| 909 |
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value: 11.212
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| 910 |
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value: 16.08
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| 913 |
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value: 17.543
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| 915 |
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value: 19.13
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| 917 |
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value: 11.212
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| 918 |
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value: 14.904
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|
| 921 |
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value: 15.719
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| 922 |
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|
| 923 |
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value: 16.375
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| 924 |
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| 925 |
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value: 11.212
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| 926 |
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| 927 |
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value: 19.473
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| 929 |
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value: 23.014000000000003
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value: 27.916
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| 933 |
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value: 11.212
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|
| 935 |
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value: 6.491
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| 936 |
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|
| 937 |
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value: 4.603
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| 938 |
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| 939 |
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value: 2.792
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| 940 |
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|
| 941 |
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value: 11.212
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| 943 |
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value: 14.9039
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| 944 |
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| 945 |
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value: 15.7187
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value: 16.3746
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| 948 |
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|
| 949 |
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value: 19.13
|
| 950 |
+
task:
|
| 951 |
+
type: Retrieval
|
| 952 |
+
- dataset:
|
| 953 |
+
config: default
|
| 954 |
+
name: MTEB SadeemQuestionRetrieval (default)
|
| 955 |
+
revision: 3cb0752b182e5d5d740df547748b06663c8e0bd9
|
| 956 |
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split: test
|
| 957 |
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type: sadeem-ai/sadeem-ar-eval-retrieval-questions
|
| 958 |
+
metrics:
|
| 959 |
+
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|
| 960 |
+
value: 28.674
|
| 961 |
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| 962 |
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value: 60.604
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| 963 |
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value: 62.092000000000006
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value: 63.154999999999994
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| 967 |
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| 968 |
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value: 63.602000000000004
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value: 64.242
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| 971 |
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value: 64.50399999999999
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| 973 |
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value: 28.674
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| 975 |
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|
| 976 |
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value: 52.21
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| 977 |
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| 978 |
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value: 53.052
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| 980 |
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value: 53.498000000000005
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value: 53.620000000000005
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value: 53.715999999999994
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| 985 |
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value: 53.726
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|
| 988 |
+
value: 28.674
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| 989 |
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|
| 990 |
+
value: 85.112
|
| 991 |
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|
| 992 |
+
value: 88.655
|
| 993 |
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- type: recall_at_10
|
| 994 |
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value: 91.91
|
| 995 |
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|
| 996 |
+
value: 93.681
|
| 997 |
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- type: recall_at_100
|
| 998 |
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value: 97.032
|
| 999 |
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- type: recall_at_1000
|
| 1000 |
+
value: 99.09
|
| 1001 |
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|
| 1002 |
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value: 28.674
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| 1003 |
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value: 28.371000000000002
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|
| 1006 |
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value: 17.730999999999998
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| 1007 |
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value: 9.191
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| 1009 |
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|
| 1010 |
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value: 4.684
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| 1011 |
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|
| 1012 |
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value: 0.97
|
| 1013 |
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|
| 1014 |
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value: 0.099
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| 1015 |
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|
| 1016 |
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value: 25.371
|
| 1017 |
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|
| 1018 |
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value: 50.2314
|
| 1019 |
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|
| 1020 |
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value: 51.0212
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| 1021 |
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|
| 1022 |
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value: 51.481100000000005
|
| 1023 |
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|
| 1024 |
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value: 51.6128
|
| 1025 |
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|
| 1026 |
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value: 51.7119
|
| 1027 |
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| 1028 |
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value: 51.722100000000005
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| 1029 |
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| 1030 |
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value: 15.7219
|
| 1031 |
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|
| 1032 |
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value: 2.2991
|
| 1033 |
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|
| 1034 |
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value: 5.2984
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| 1035 |
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|
| 1036 |
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task:
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type: Retrieval
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- dataset:
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| 1244 |
config: ar-ar
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| 1245 |
name: MTEB STS17 (ar-ar)
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