File size: 13,042 Bytes
2c63c2f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
{
    "dataset_version": null,
    "mteb_version": "0.0.2",
    "test": {
        "af": {
            "accuracy": 0.4710154673839947,
            "accuracy_stderr": 0.018564271686437515,
            "f1": 0.4451973179524046,
            "f1_stderr": 0.016582236744477792,
            "main_score": 0.4710154673839947
        },
        "am": {
            "accuracy": 0.17696704774714192,
            "accuracy_stderr": 0.03488947970284516,
            "f1": 0.15821694371719605,
            "f1_stderr": 0.018041297388910648,
            "main_score": 0.17696704774714192
        },
        "ar": {
            "accuracy": 0.4520847343644922,
            "accuracy_stderr": 0.02052556073259087,
            "f1": 0.4493556808838758,
            "f1_stderr": 0.02219131959628148,
            "main_score": 0.4520847343644922
        },
        "az": {
            "accuracy": 0.2821116341627438,
            "accuracy_stderr": 0.03302593905078847,
            "f1": 0.25909697848350605,
            "f1_stderr": 0.025892139767993743,
            "main_score": 0.2821116341627438
        },
        "bn": {
            "accuracy": 0.5052454606590451,
            "accuracy_stderr": 0.025871484930688898,
            "f1": 0.4856524051409231,
            "f1_stderr": 0.02999372933773852,
            "main_score": 0.5052454606590451
        },
        "cy": {
            "accuracy": 0.2257565568258238,
            "accuracy_stderr": 0.029955555426665198,
            "f1": 0.22253995596411508,
            "f1_stderr": 0.024577736879299292,
            "main_score": 0.2257565568258238
        },
        "da": {
            "accuracy": 0.5486550100874243,
            "accuracy_stderr": 0.024402881290646793,
            "f1": 0.5266171141921359,
            "f1_stderr": 0.022103636920251905,
            "main_score": 0.5486550100874243
        },
        "de": {
            "accuracy": 0.543375924680565,
            "accuracy_stderr": 0.021944881957252572,
            "f1": 0.5252613318654367,
            "f1_stderr": 0.026364483689257163,
            "main_score": 0.543375924680565
        },
        "el": {
            "accuracy": 0.5547074646940148,
            "accuracy_stderr": 0.025938196719597618,
            "f1": 0.5349766031105144,
            "f1_stderr": 0.029002837280894762,
            "main_score": 0.5547074646940148
        },
        "en": {
            "accuracy": 0.5592131809011432,
            "accuracy_stderr": 0.02460975514543639,
            "f1": 0.5360164729184802,
            "f1_stderr": 0.023764425252363358,
            "main_score": 0.5592131809011432
        },
        "es": {
            "accuracy": 0.5277404169468729,
            "accuracy_stderr": 0.01930086885231061,
            "f1": 0.5147488045351095,
            "f1_stderr": 0.02102482512919075,
            "main_score": 0.5277404169468729
        },
        "evaluation_time": 2170.8,
        "fa": {
            "accuracy": 0.5250168123739072,
            "accuracy_stderr": 0.02656193333119369,
            "f1": 0.5107120593131073,
            "f1_stderr": 0.027581382894975626,
            "main_score": 0.5250168123739072
        },
        "fi": {
            "accuracy": 0.5263281775386685,
            "accuracy_stderr": 0.028049993574005946,
            "f1": 0.5028105658943992,
            "f1_stderr": 0.029331037664081416,
            "main_score": 0.5263281775386685
        },
        "fr": {
            "accuracy": 0.5431741761936786,
            "accuracy_stderr": 0.02330862085752492,
            "f1": 0.5225553974023132,
            "f1_stderr": 0.025371329635383216,
            "main_score": 0.5431741761936786
        },
        "he": {
            "accuracy": 0.5241425689307331,
            "accuracy_stderr": 0.023080787167122134,
            "f1": 0.5053900298960137,
            "f1_stderr": 0.023963342674475203,
            "main_score": 0.5241425689307331
        },
        "hi": {
            "accuracy": 0.47370544720914587,
            "accuracy_stderr": 0.02723430216840629,
            "f1": 0.4497838830218261,
            "f1_stderr": 0.029160940440385055,
            "main_score": 0.47370544720914587
        },
        "hu": {
            "accuracy": 0.5343308675184936,
            "accuracy_stderr": 0.02571158946620075,
            "f1": 0.5127958383061038,
            "f1_stderr": 0.02800743447651377,
            "main_score": 0.5343308675184936
        },
        "hy": {
            "accuracy": 0.33574310692669806,
            "accuracy_stderr": 0.0279984332671053,
            "f1": 0.31782884203375084,
            "f1_stderr": 0.024137129936083107,
            "main_score": 0.33574310692669806
        },
        "id": {
            "accuracy": 0.543813046402152,
            "accuracy_stderr": 0.02173056397773423,
            "f1": 0.5300232571973252,
            "f1_stderr": 0.02368021779116069,
            "main_score": 0.543813046402152
        },
        "is": {
            "accuracy": 0.49778076664425014,
            "accuracy_stderr": 0.02425237237474775,
            "f1": 0.4706894365473266,
            "f1_stderr": 0.026960565416528054,
            "main_score": 0.49778076664425014
        },
        "it": {
            "accuracy": 0.5483523873570949,
            "accuracy_stderr": 0.0236096496608969,
            "f1": 0.5335311466130319,
            "f1_stderr": 0.02545386322306336,
            "main_score": 0.5483523873570949
        },
        "ja": {
            "accuracy": 0.541223940820444,
            "accuracy_stderr": 0.02132943677295098,
            "f1": 0.5297398634789287,
            "f1_stderr": 0.02456627872645516,
            "main_score": 0.541223940820444
        },
        "jv": {
            "accuracy": 0.32713517148621385,
            "accuracy_stderr": 0.035614449716496376,
            "f1": 0.31631803435296824,
            "f1_stderr": 0.02907835125753927,
            "main_score": 0.32713517148621385
        },
        "ka": {
            "accuracy": 0.2691997310020175,
            "accuracy_stderr": 0.014025349472741056,
            "f1": 0.2553767051487454,
            "f1_stderr": 0.01162136511437043,
            "main_score": 0.2691997310020175
        },
        "km": {
            "accuracy": 0.2723268325487559,
            "accuracy_stderr": 0.02335380952684497,
            "f1": 0.2515485444512877,
            "f1_stderr": 0.017257971891773076,
            "main_score": 0.2723268325487559
        },
        "kn": {
            "accuracy": 0.10063887020847344,
            "accuracy_stderr": 0.024999293350221934,
            "f1": 0.064525855332009,
            "f1_stderr": 0.013368181011921797,
            "main_score": 0.10063887020847344
        },
        "ko": {
            "accuracy": 0.5200739744451917,
            "accuracy_stderr": 0.028003601644626674,
            "f1": 0.508622045242862,
            "f1_stderr": 0.02866048570926957,
            "main_score": 0.5200739744451917
        },
        "lv": {
            "accuracy": 0.44821788836583726,
            "accuracy_stderr": 0.03405873263075454,
            "f1": 0.44404598642640175,
            "f1_stderr": 0.034820002597344316,
            "main_score": 0.44821788836583726
        },
        "ml": {
            "accuracy": 0.49098856758574316,
            "accuracy_stderr": 0.036953827315555375,
            "f1": 0.477330044105713,
            "f1_stderr": 0.04031567283455406,
            "main_score": 0.49098856758574316
        },
        "mn": {
            "accuracy": 0.2150975117686617,
            "accuracy_stderr": 0.031789545064276226,
            "f1": 0.19956650806636905,
            "f1_stderr": 0.02753725989804031,
            "main_score": 0.2150975117686617
        },
        "ms": {
            "accuracy": 0.5360121049092131,
            "accuracy_stderr": 0.024483088411342932,
            "f1": 0.5186987112385978,
            "f1_stderr": 0.02535803268828841,
            "main_score": 0.5360121049092131
        },
        "my": {
            "accuracy": 0.29717552118359114,
            "accuracy_stderr": 0.028042233316740755,
            "f1": 0.2811205919315657,
            "f1_stderr": 0.027129866000958187,
            "main_score": 0.29717552118359114
        },
        "nb": {
            "accuracy": 0.439004707464694,
            "accuracy_stderr": 0.027998816890400836,
            "f1": 0.4292074186822793,
            "f1_stderr": 0.026243622116762927,
            "main_score": 0.439004707464694
        },
        "nl": {
            "accuracy": 0.5333221250840617,
            "accuracy_stderr": 0.025110033232975306,
            "f1": 0.5077836780602125,
            "f1_stderr": 0.027053518325785973,
            "main_score": 0.5333221250840617
        },
        "pl": {
            "accuracy": 0.5291526563550774,
            "accuracy_stderr": 0.02756493168576702,
            "f1": 0.5199897798231456,
            "f1_stderr": 0.029788904479210038,
            "main_score": 0.5291526563550774
        },
        "pt": {
            "accuracy": 0.5341291190316073,
            "accuracy_stderr": 0.0218184197703392,
            "f1": 0.5199879514297052,
            "f1_stderr": 0.02121614576868715,
            "main_score": 0.5341291190316073
        },
        "ro": {
            "accuracy": 0.5047747141896436,
            "accuracy_stderr": 0.02555648952102798,
            "f1": 0.4877286315335815,
            "f1_stderr": 0.02639141604347184,
            "main_score": 0.5047747141896436
        },
        "ru": {
            "accuracy": 0.5184263618022864,
            "accuracy_stderr": 0.030568502165383708,
            "f1": 0.5141368540903201,
            "f1_stderr": 0.033485640371287616,
            "main_score": 0.5184263618022864
        },
        "sl": {
            "accuracy": 0.5128782784129118,
            "accuracy_stderr": 0.02677596327757706,
            "f1": 0.5069111807663103,
            "f1_stderr": 0.028984297990527246,
            "main_score": 0.5128782784129118
        },
        "sq": {
            "accuracy": 0.556523201075992,
            "accuracy_stderr": 0.022907536560761797,
            "f1": 0.5280391253265858,
            "f1_stderr": 0.02766946734240689,
            "main_score": 0.556523201075992
        },
        "sv": {
            "accuracy": 0.5464357767316745,
            "accuracy_stderr": 0.02703916904648807,
            "f1": 0.5289646853571585,
            "f1_stderr": 0.027215870565783958,
            "main_score": 0.5464357767316745
        },
        "sw": {
            "accuracy": 0.4204438466711499,
            "accuracy_stderr": 0.02543427134780407,
            "f1": 0.39698226248309787,
            "f1_stderr": 0.02495774581205971,
            "main_score": 0.4204438466711499
        },
        "ta": {
            "accuracy": 0.3672158708809684,
            "accuracy_stderr": 0.024620778778865062,
            "f1": 0.35611628288260666,
            "f1_stderr": 0.02508451846783393,
            "main_score": 0.3672158708809684
        },
        "te": {
            "accuracy": 0.4208137188971082,
            "accuracy_stderr": 0.02723531925936748,
            "f1": 0.39746768684058836,
            "f1_stderr": 0.029476453506871073,
            "main_score": 0.4208137188971082
        },
        "th": {
            "accuracy": 0.521486213853396,
            "accuracy_stderr": 0.02513073701134646,
            "f1": 0.5038882871449852,
            "f1_stderr": 0.025901347057158762,
            "main_score": 0.521486213853396
        },
        "tl": {
            "accuracy": 0.3734028244788164,
            "accuracy_stderr": 0.036431060397290715,
            "f1": 0.3428567103143635,
            "f1_stderr": 0.03562323164275494,
            "main_score": 0.3734028244788164
        },
        "tr": {
            "accuracy": 0.5255548083389374,
            "accuracy_stderr": 0.030376754244448495,
            "f1": 0.5139704021609626,
            "f1_stderr": 0.02797264681517368,
            "main_score": 0.5255548083389374
        },
        "ur": {
            "accuracy": 0.32599193006052457,
            "accuracy_stderr": 0.03133503581066815,
            "f1": 0.32576383434482714,
            "f1_stderr": 0.02553427963140292,
            "main_score": 0.32599193006052457
        },
        "vi": {
            "accuracy": 0.5097175521183592,
            "accuracy_stderr": 0.01667763764284436,
            "f1": 0.49826499437648436,
            "f1_stderr": 0.019814421278178205,
            "main_score": 0.5097175521183592
        },
        "zh-CN": {
            "accuracy": 0.5021856086079354,
            "accuracy_stderr": 0.01872946746711234,
            "f1": 0.49069359630568155,
            "f1_stderr": 0.022400099688479058,
            "main_score": 0.5021856086079354
        },
        "zh-TW": {
            "accuracy": 0.4232347007397445,
            "accuracy_stderr": 0.01456541641125866,
            "f1": 0.41073538173900237,
            "f1_stderr": 0.015525857226939374,
            "main_score": 0.4232347007397445
        }
    }
}