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README.md
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1 |
+
---
|
2 |
+
tags:
|
3 |
+
- mteb
|
4 |
+
model-index:
|
5 |
+
- name: checkpoint-9000
|
6 |
+
results:
|
7 |
+
- task:
|
8 |
+
type: Retrieval
|
9 |
+
dataset:
|
10 |
+
type: C-MTEB/CmedqaRetrieval
|
11 |
+
name: MTEB CmedqaRetrieval
|
12 |
+
config: default
|
13 |
+
split: dev
|
14 |
+
revision: None
|
15 |
+
metrics:
|
16 |
+
- type: map_at_1
|
17 |
+
value: 23.191
|
18 |
+
- type: map_at_10
|
19 |
+
value: 34.272999999999996
|
20 |
+
- type: map_at_100
|
21 |
+
value: 36.101
|
22 |
+
- type: map_at_1000
|
23 |
+
value: 36.231
|
24 |
+
- type: map_at_3
|
25 |
+
value: 30.495
|
26 |
+
- type: map_at_5
|
27 |
+
value: 32.54
|
28 |
+
- type: mrr_at_1
|
29 |
+
value: 35.434
|
30 |
+
- type: mrr_at_10
|
31 |
+
value: 43.15
|
32 |
+
- type: mrr_at_100
|
33 |
+
value: 44.155
|
34 |
+
- type: mrr_at_1000
|
35 |
+
value: 44.211
|
36 |
+
- type: mrr_at_3
|
37 |
+
value: 40.735
|
38 |
+
- type: mrr_at_5
|
39 |
+
value: 42.052
|
40 |
+
- type: ndcg_at_1
|
41 |
+
value: 35.434
|
42 |
+
- type: ndcg_at_10
|
43 |
+
value: 40.572
|
44 |
+
- type: ndcg_at_100
|
45 |
+
value: 47.921
|
46 |
+
- type: ndcg_at_1000
|
47 |
+
value: 50.314
|
48 |
+
- type: ndcg_at_3
|
49 |
+
value: 35.671
|
50 |
+
- type: ndcg_at_5
|
51 |
+
value: 37.635000000000005
|
52 |
+
- type: precision_at_1
|
53 |
+
value: 35.434
|
54 |
+
- type: precision_at_10
|
55 |
+
value: 9.067
|
56 |
+
- type: precision_at_100
|
57 |
+
value: 1.506
|
58 |
+
- type: precision_at_1000
|
59 |
+
value: 0.181
|
60 |
+
- type: precision_at_3
|
61 |
+
value: 20.163
|
62 |
+
- type: precision_at_5
|
63 |
+
value: 14.624
|
64 |
+
- type: recall_at_1
|
65 |
+
value: 23.191
|
66 |
+
- type: recall_at_10
|
67 |
+
value: 50.318
|
68 |
+
- type: recall_at_100
|
69 |
+
value: 80.958
|
70 |
+
- type: recall_at_1000
|
71 |
+
value: 97.16799999999999
|
72 |
+
- type: recall_at_3
|
73 |
+
value: 35.57
|
74 |
+
- type: recall_at_5
|
75 |
+
value: 41.776
|
76 |
+
- task:
|
77 |
+
type: Retrieval
|
78 |
+
dataset:
|
79 |
+
type: C-MTEB/CovidRetrieval
|
80 |
+
name: MTEB CovidRetrieval
|
81 |
+
config: default
|
82 |
+
split: dev
|
83 |
+
revision: None
|
84 |
+
metrics:
|
85 |
+
- type: map_at_1
|
86 |
+
value: 64.015
|
87 |
+
- type: map_at_10
|
88 |
+
value: 71.983
|
89 |
+
- type: map_at_100
|
90 |
+
value: 72.432
|
91 |
+
- type: map_at_1000
|
92 |
+
value: 72.441
|
93 |
+
- type: map_at_3
|
94 |
+
value: 69.92399999999999
|
95 |
+
- type: map_at_5
|
96 |
+
value: 71.177
|
97 |
+
- type: mrr_at_1
|
98 |
+
value: 64.173
|
99 |
+
- type: mrr_at_10
|
100 |
+
value: 71.985
|
101 |
+
- type: mrr_at_100
|
102 |
+
value: 72.425
|
103 |
+
- type: mrr_at_1000
|
104 |
+
value: 72.434
|
105 |
+
- type: mrr_at_3
|
106 |
+
value: 69.968
|
107 |
+
- type: mrr_at_5
|
108 |
+
value: 71.222
|
109 |
+
- type: ndcg_at_1
|
110 |
+
value: 64.173
|
111 |
+
- type: ndcg_at_10
|
112 |
+
value: 75.929
|
113 |
+
- type: ndcg_at_100
|
114 |
+
value: 77.961
|
115 |
+
- type: ndcg_at_1000
|
116 |
+
value: 78.223
|
117 |
+
- type: ndcg_at_3
|
118 |
+
value: 71.828
|
119 |
+
- type: ndcg_at_5
|
120 |
+
value: 74.066
|
121 |
+
- type: precision_at_1
|
122 |
+
value: 64.173
|
123 |
+
- type: precision_at_10
|
124 |
+
value: 8.924999999999999
|
125 |
+
- type: precision_at_100
|
126 |
+
value: 0.985
|
127 |
+
- type: precision_at_1000
|
128 |
+
value: 0.101
|
129 |
+
- type: precision_at_3
|
130 |
+
value: 25.887
|
131 |
+
- type: precision_at_5
|
132 |
+
value: 16.669999999999998
|
133 |
+
- type: recall_at_1
|
134 |
+
value: 64.015
|
135 |
+
- type: recall_at_10
|
136 |
+
value: 88.251
|
137 |
+
- type: recall_at_100
|
138 |
+
value: 97.471
|
139 |
+
- type: recall_at_1000
|
140 |
+
value: 99.579
|
141 |
+
- type: recall_at_3
|
142 |
+
value: 77.292
|
143 |
+
- type: recall_at_5
|
144 |
+
value: 82.666
|
145 |
+
- task:
|
146 |
+
type: Retrieval
|
147 |
+
dataset:
|
148 |
+
type: C-MTEB/DuRetrieval
|
149 |
+
name: MTEB DuRetrieval
|
150 |
+
config: default
|
151 |
+
split: dev
|
152 |
+
revision: None
|
153 |
+
metrics:
|
154 |
+
- type: map_at_1
|
155 |
+
value: 23.983999999999998
|
156 |
+
- type: map_at_10
|
157 |
+
value: 75.175
|
158 |
+
- type: map_at_100
|
159 |
+
value: 78.27300000000001
|
160 |
+
- type: map_at_1000
|
161 |
+
value: 78.322
|
162 |
+
- type: map_at_3
|
163 |
+
value: 51.214999999999996
|
164 |
+
- type: map_at_5
|
165 |
+
value: 64.89200000000001
|
166 |
+
- type: mrr_at_1
|
167 |
+
value: 83.89999999999999
|
168 |
+
- type: mrr_at_10
|
169 |
+
value: 89.563
|
170 |
+
- type: mrr_at_100
|
171 |
+
value: 89.64999999999999
|
172 |
+
- type: mrr_at_1000
|
173 |
+
value: 89.654
|
174 |
+
- type: mrr_at_3
|
175 |
+
value: 89.167
|
176 |
+
- type: mrr_at_5
|
177 |
+
value: 89.492
|
178 |
+
- type: ndcg_at_1
|
179 |
+
value: 83.89999999999999
|
180 |
+
- type: ndcg_at_10
|
181 |
+
value: 83.72800000000001
|
182 |
+
- type: ndcg_at_100
|
183 |
+
value: 87.064
|
184 |
+
- type: ndcg_at_1000
|
185 |
+
value: 87.504
|
186 |
+
- type: ndcg_at_3
|
187 |
+
value: 81.318
|
188 |
+
- type: ndcg_at_5
|
189 |
+
value: 80.667
|
190 |
+
- type: precision_at_1
|
191 |
+
value: 83.89999999999999
|
192 |
+
- type: precision_at_10
|
193 |
+
value: 40.699999999999996
|
194 |
+
- type: precision_at_100
|
195 |
+
value: 4.7780000000000005
|
196 |
+
- type: precision_at_1000
|
197 |
+
value: 0.488
|
198 |
+
- type: precision_at_3
|
199 |
+
value: 73.317
|
200 |
+
- type: precision_at_5
|
201 |
+
value: 62.129999999999995
|
202 |
+
- type: recall_at_1
|
203 |
+
value: 23.983999999999998
|
204 |
+
- type: recall_at_10
|
205 |
+
value: 86.412
|
206 |
+
- type: recall_at_100
|
207 |
+
value: 96.882
|
208 |
+
- type: recall_at_1000
|
209 |
+
value: 99.22
|
210 |
+
- type: recall_at_3
|
211 |
+
value: 54.769999999999996
|
212 |
+
- type: recall_at_5
|
213 |
+
value: 71.663
|
214 |
+
- task:
|
215 |
+
type: Retrieval
|
216 |
+
dataset:
|
217 |
+
type: C-MTEB/EcomRetrieval
|
218 |
+
name: MTEB EcomRetrieval
|
219 |
+
config: default
|
220 |
+
split: dev
|
221 |
+
revision: None
|
222 |
+
metrics:
|
223 |
+
- type: map_at_1
|
224 |
+
value: 51.6
|
225 |
+
- type: map_at_10
|
226 |
+
value: 61.209
|
227 |
+
- type: map_at_100
|
228 |
+
value: 61.734
|
229 |
+
- type: map_at_1000
|
230 |
+
value: 61.75000000000001
|
231 |
+
- type: map_at_3
|
232 |
+
value: 58.8
|
233 |
+
- type: map_at_5
|
234 |
+
value: 60.165
|
235 |
+
- type: mrr_at_1
|
236 |
+
value: 51.6
|
237 |
+
- type: mrr_at_10
|
238 |
+
value: 61.209
|
239 |
+
- type: mrr_at_100
|
240 |
+
value: 61.734
|
241 |
+
- type: mrr_at_1000
|
242 |
+
value: 61.75000000000001
|
243 |
+
- type: mrr_at_3
|
244 |
+
value: 58.8
|
245 |
+
- type: mrr_at_5
|
246 |
+
value: 60.165
|
247 |
+
- type: ndcg_at_1
|
248 |
+
value: 51.6
|
249 |
+
- type: ndcg_at_10
|
250 |
+
value: 66.13900000000001
|
251 |
+
- type: ndcg_at_100
|
252 |
+
value: 68.65400000000001
|
253 |
+
- type: ndcg_at_1000
|
254 |
+
value: 69.057
|
255 |
+
- type: ndcg_at_3
|
256 |
+
value: 61.185
|
257 |
+
- type: ndcg_at_5
|
258 |
+
value: 63.651
|
259 |
+
- type: precision_at_1
|
260 |
+
value: 51.6
|
261 |
+
- type: precision_at_10
|
262 |
+
value: 8.17
|
263 |
+
- type: precision_at_100
|
264 |
+
value: 0.9339999999999999
|
265 |
+
- type: precision_at_1000
|
266 |
+
value: 0.097
|
267 |
+
- type: precision_at_3
|
268 |
+
value: 22.7
|
269 |
+
- type: precision_at_5
|
270 |
+
value: 14.82
|
271 |
+
- type: recall_at_1
|
272 |
+
value: 51.6
|
273 |
+
- type: recall_at_10
|
274 |
+
value: 81.69999999999999
|
275 |
+
- type: recall_at_100
|
276 |
+
value: 93.4
|
277 |
+
- type: recall_at_1000
|
278 |
+
value: 96.6
|
279 |
+
- type: recall_at_3
|
280 |
+
value: 68.10000000000001
|
281 |
+
- type: recall_at_5
|
282 |
+
value: 74.1
|
283 |
+
- task:
|
284 |
+
type: Retrieval
|
285 |
+
dataset:
|
286 |
+
type: C-MTEB/MMarcoRetrieval
|
287 |
+
name: MTEB MMarcoRetrieval
|
288 |
+
config: default
|
289 |
+
split: dev
|
290 |
+
revision: None
|
291 |
+
metrics:
|
292 |
+
- type: map_at_1
|
293 |
+
value: 69.54599999999999
|
294 |
+
- type: map_at_10
|
295 |
+
value: 78.477
|
296 |
+
- type: map_at_100
|
297 |
+
value: 78.743
|
298 |
+
- type: map_at_1000
|
299 |
+
value: 78.751
|
300 |
+
- type: map_at_3
|
301 |
+
value: 76.769
|
302 |
+
- type: map_at_5
|
303 |
+
value: 77.854
|
304 |
+
- type: mrr_at_1
|
305 |
+
value: 71.819
|
306 |
+
- type: mrr_at_10
|
307 |
+
value: 79.008
|
308 |
+
- type: mrr_at_100
|
309 |
+
value: 79.24
|
310 |
+
- type: mrr_at_1000
|
311 |
+
value: 79.247
|
312 |
+
- type: mrr_at_3
|
313 |
+
value: 77.55300000000001
|
314 |
+
- type: mrr_at_5
|
315 |
+
value: 78.477
|
316 |
+
- type: ndcg_at_1
|
317 |
+
value: 71.819
|
318 |
+
- type: ndcg_at_10
|
319 |
+
value: 81.947
|
320 |
+
- type: ndcg_at_100
|
321 |
+
value: 83.112
|
322 |
+
- type: ndcg_at_1000
|
323 |
+
value: 83.325
|
324 |
+
- type: ndcg_at_3
|
325 |
+
value: 78.758
|
326 |
+
- type: ndcg_at_5
|
327 |
+
value: 80.563
|
328 |
+
- type: precision_at_1
|
329 |
+
value: 71.819
|
330 |
+
- type: precision_at_10
|
331 |
+
value: 9.792
|
332 |
+
- type: precision_at_100
|
333 |
+
value: 1.0370000000000001
|
334 |
+
- type: precision_at_1000
|
335 |
+
value: 0.105
|
336 |
+
- type: precision_at_3
|
337 |
+
value: 29.479
|
338 |
+
- type: precision_at_5
|
339 |
+
value: 18.659
|
340 |
+
- type: recall_at_1
|
341 |
+
value: 69.54599999999999
|
342 |
+
- type: recall_at_10
|
343 |
+
value: 92.053
|
344 |
+
- type: recall_at_100
|
345 |
+
value: 97.25399999999999
|
346 |
+
- type: recall_at_1000
|
347 |
+
value: 98.926
|
348 |
+
- type: recall_at_3
|
349 |
+
value: 83.682
|
350 |
+
- type: recall_at_5
|
351 |
+
value: 87.944
|
352 |
+
- task:
|
353 |
+
type: Retrieval
|
354 |
+
dataset:
|
355 |
+
type: C-MTEB/MedicalRetrieval
|
356 |
+
name: MTEB MedicalRetrieval
|
357 |
+
config: default
|
358 |
+
split: dev
|
359 |
+
revision: None
|
360 |
+
metrics:
|
361 |
+
- type: map_at_1
|
362 |
+
value: 50.3
|
363 |
+
- type: map_at_10
|
364 |
+
value: 55.824
|
365 |
+
- type: map_at_100
|
366 |
+
value: 56.379999999999995
|
367 |
+
- type: map_at_1000
|
368 |
+
value: 56.440999999999995
|
369 |
+
- type: map_at_3
|
370 |
+
value: 54.400000000000006
|
371 |
+
- type: map_at_5
|
372 |
+
value: 55.235
|
373 |
+
- type: mrr_at_1
|
374 |
+
value: 50.4
|
375 |
+
- type: mrr_at_10
|
376 |
+
value: 55.88999999999999
|
377 |
+
- type: mrr_at_100
|
378 |
+
value: 56.447
|
379 |
+
- type: mrr_at_1000
|
380 |
+
value: 56.508
|
381 |
+
- type: mrr_at_3
|
382 |
+
value: 54.467
|
383 |
+
- type: mrr_at_5
|
384 |
+
value: 55.30199999999999
|
385 |
+
- type: ndcg_at_1
|
386 |
+
value: 50.3
|
387 |
+
- type: ndcg_at_10
|
388 |
+
value: 58.577999999999996
|
389 |
+
- type: ndcg_at_100
|
390 |
+
value: 61.49099999999999
|
391 |
+
- type: ndcg_at_1000
|
392 |
+
value: 63.161
|
393 |
+
- type: ndcg_at_3
|
394 |
+
value: 55.64
|
395 |
+
- type: ndcg_at_5
|
396 |
+
value: 57.13399999999999
|
397 |
+
- type: precision_at_1
|
398 |
+
value: 50.3
|
399 |
+
- type: precision_at_10
|
400 |
+
value: 6.7299999999999995
|
401 |
+
- type: precision_at_100
|
402 |
+
value: 0.814
|
403 |
+
- type: precision_at_1000
|
404 |
+
value: 0.095
|
405 |
+
- type: precision_at_3
|
406 |
+
value: 19.733
|
407 |
+
- type: precision_at_5
|
408 |
+
value: 12.559999999999999
|
409 |
+
- type: recall_at_1
|
410 |
+
value: 50.3
|
411 |
+
- type: recall_at_10
|
412 |
+
value: 67.30000000000001
|
413 |
+
- type: recall_at_100
|
414 |
+
value: 81.39999999999999
|
415 |
+
- type: recall_at_1000
|
416 |
+
value: 94.69999999999999
|
417 |
+
- type: recall_at_3
|
418 |
+
value: 59.199999999999996
|
419 |
+
- type: recall_at_5
|
420 |
+
value: 62.8
|
421 |
+
- task:
|
422 |
+
type: Retrieval
|
423 |
+
dataset:
|
424 |
+
type: C-MTEB/T2Retrieval
|
425 |
+
name: MTEB T2Retrieval
|
426 |
+
config: default
|
427 |
+
split: dev
|
428 |
+
revision: None
|
429 |
+
metrics:
|
430 |
+
- type: map_at_1
|
431 |
+
value: 27.293
|
432 |
+
- type: map_at_10
|
433 |
+
value: 76.618
|
434 |
+
- type: map_at_100
|
435 |
+
value: 80.22500000000001
|
436 |
+
- type: map_at_1000
|
437 |
+
value: 80.292
|
438 |
+
- type: map_at_3
|
439 |
+
value: 53.856
|
440 |
+
- type: map_at_5
|
441 |
+
value: 66.158
|
442 |
+
- type: mrr_at_1
|
443 |
+
value: 89.659
|
444 |
+
- type: mrr_at_10
|
445 |
+
value: 92.121
|
446 |
+
- type: mrr_at_100
|
447 |
+
value: 92.214
|
448 |
+
- type: mrr_at_1000
|
449 |
+
value: 92.218
|
450 |
+
- type: mrr_at_3
|
451 |
+
value: 91.67
|
452 |
+
- type: mrr_at_5
|
453 |
+
value: 91.955
|
454 |
+
- type: ndcg_at_1
|
455 |
+
value: 89.659
|
456 |
+
- type: ndcg_at_10
|
457 |
+
value: 84.172
|
458 |
+
- type: ndcg_at_100
|
459 |
+
value: 87.767
|
460 |
+
- type: ndcg_at_1000
|
461 |
+
value: 88.419
|
462 |
+
- type: ndcg_at_3
|
463 |
+
value: 85.628
|
464 |
+
- type: ndcg_at_5
|
465 |
+
value: 84.155
|
466 |
+
- type: precision_at_1
|
467 |
+
value: 89.659
|
468 |
+
- type: precision_at_10
|
469 |
+
value: 41.914
|
470 |
+
- type: precision_at_100
|
471 |
+
value: 4.9959999999999996
|
472 |
+
- type: precision_at_1000
|
473 |
+
value: 0.515
|
474 |
+
- type: precision_at_3
|
475 |
+
value: 74.955
|
476 |
+
- type: precision_at_5
|
477 |
+
value: 62.771
|
478 |
+
- type: recall_at_1
|
479 |
+
value: 27.293
|
480 |
+
- type: recall_at_10
|
481 |
+
value: 83.004
|
482 |
+
- type: recall_at_100
|
483 |
+
value: 94.82300000000001
|
484 |
+
- type: recall_at_1000
|
485 |
+
value: 98.15
|
486 |
+
- type: recall_at_3
|
487 |
+
value: 55.455
|
488 |
+
- type: recall_at_5
|
489 |
+
value: 69.422
|
490 |
+
- task:
|
491 |
+
type: Retrieval
|
492 |
+
dataset:
|
493 |
+
type: C-MTEB/VideoRetrieval
|
494 |
+
name: MTEB VideoRetrieval
|
495 |
+
config: default
|
496 |
+
split: dev
|
497 |
+
revision: None
|
498 |
+
metrics:
|
499 |
+
- type: map_at_1
|
500 |
+
value: 59.599999999999994
|
501 |
+
- type: map_at_10
|
502 |
+
value: 69.44399999999999
|
503 |
+
- type: map_at_100
|
504 |
+
value: 69.798
|
505 |
+
- type: map_at_1000
|
506 |
+
value: 69.81
|
507 |
+
- type: map_at_3
|
508 |
+
value: 67.467
|
509 |
+
- type: map_at_5
|
510 |
+
value: 68.692
|
511 |
+
- type: mrr_at_1
|
512 |
+
value: 59.599999999999994
|
513 |
+
- type: mrr_at_10
|
514 |
+
value: 69.44399999999999
|
515 |
+
- type: mrr_at_100
|
516 |
+
value: 69.798
|
517 |
+
- type: mrr_at_1000
|
518 |
+
value: 69.81
|
519 |
+
- type: mrr_at_3
|
520 |
+
value: 67.467
|
521 |
+
- type: mrr_at_5
|
522 |
+
value: 68.692
|
523 |
+
- type: ndcg_at_1
|
524 |
+
value: 59.599999999999994
|
525 |
+
- type: ndcg_at_10
|
526 |
+
value: 73.936
|
527 |
+
- type: ndcg_at_100
|
528 |
+
value: 75.688
|
529 |
+
- type: ndcg_at_1000
|
530 |
+
value: 75.942
|
531 |
+
- type: ndcg_at_3
|
532 |
+
value: 69.92399999999999
|
533 |
+
- type: ndcg_at_5
|
534 |
+
value: 72.14
|
535 |
+
- type: precision_at_1
|
536 |
+
value: 59.599999999999994
|
537 |
+
- type: precision_at_10
|
538 |
+
value: 8.790000000000001
|
539 |
+
- type: precision_at_100
|
540 |
+
value: 0.9610000000000001
|
541 |
+
- type: precision_at_1000
|
542 |
+
value: 0.098
|
543 |
+
- type: precision_at_3
|
544 |
+
value: 25.667
|
545 |
+
- type: precision_at_5
|
546 |
+
value: 16.48
|
547 |
+
- type: recall_at_1
|
548 |
+
value: 59.599999999999994
|
549 |
+
- type: recall_at_10
|
550 |
+
value: 87.9
|
551 |
+
- type: recall_at_100
|
552 |
+
value: 96.1
|
553 |
+
- type: recall_at_1000
|
554 |
+
value: 98.0
|
555 |
+
- type: recall_at_3
|
556 |
+
value: 77.0
|
557 |
+
- type: recall_at_5
|
558 |
+
value: 82.39999999999999
|
559 |
+
---
|