ai-forever
commited on
add ruMTEB metrics
Browse files
README.md
CHANGED
@@ -1,10 +1,1559 @@
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|
2 |
license: mit
|
3 |
language:
|
4 |
-
- ru
|
5 |
-
- en
|
6 |
-
|
7 |
-
-
|
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|
|
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|
8 |
---
|
9 |
|
10 |
---
|
|
|
1 |
---
|
2 |
+
model-index:
|
3 |
+
- name: FRIDA
|
4 |
+
results:
|
5 |
+
- dataset:
|
6 |
+
config: default
|
7 |
+
name: MTEB CEDRClassification (default)
|
8 |
+
revision: c0ba03d058e3e1b2f3fd20518875a4563dd12db4
|
9 |
+
split: test
|
10 |
+
type: ai-forever/cedr-classification
|
11 |
+
metrics:
|
12 |
+
- type: accuracy
|
13 |
+
value: 64.60148777895856
|
14 |
+
- type: f1
|
15 |
+
value: 70.36630348039266
|
16 |
+
- type: lrap
|
17 |
+
value: 92.47290116896953
|
18 |
+
- type: main_score
|
19 |
+
value: 64.60148777895856
|
20 |
+
task:
|
21 |
+
type: MultilabelClassification
|
22 |
+
- dataset:
|
23 |
+
config: default
|
24 |
+
name: MTEB GeoreviewClassification (default)
|
25 |
+
revision: 3765c0d1de6b7d264bc459433c45e5a75513839c
|
26 |
+
split: test
|
27 |
+
type: ai-forever/georeview-classification
|
28 |
+
metrics:
|
29 |
+
- type: accuracy
|
30 |
+
value: 57.70996093750001
|
31 |
+
- type: f1
|
32 |
+
value: 53.18542982057098
|
33 |
+
- type: f1_weighted
|
34 |
+
value: 53.17663229582108
|
35 |
+
- type: main_score
|
36 |
+
value: 57.70996093750001
|
37 |
+
task:
|
38 |
+
type: Classification
|
39 |
+
- dataset:
|
40 |
+
config: default
|
41 |
+
name: MTEB GeoreviewClusteringP2P (default)
|
42 |
+
revision: 97a313c8fc85b47f13f33e7e9a95c1ad888c7fec
|
43 |
+
split: test
|
44 |
+
type: ai-forever/georeview-clustering-p2p
|
45 |
+
metrics:
|
46 |
+
- type: main_score
|
47 |
+
value: 78.25468393043356
|
48 |
+
- type: v_measure
|
49 |
+
value: 78.25468393043356
|
50 |
+
- type: v_measure_std
|
51 |
+
value: 0.5094366871364238
|
52 |
+
task:
|
53 |
+
type: Clustering
|
54 |
+
- dataset:
|
55 |
+
config: default
|
56 |
+
name: MTEB HeadlineClassification (default)
|
57 |
+
revision: 2fe05ee6b5832cda29f2ef7aaad7b7fe6a3609eb
|
58 |
+
split: test
|
59 |
+
type: ai-forever/headline-classification
|
60 |
+
metrics:
|
61 |
+
- type: accuracy
|
62 |
+
value: 89.0185546875
|
63 |
+
- type: f1
|
64 |
+
value: 88.993933120612
|
65 |
+
- type: f1_weighted
|
66 |
+
value: 88.99276764225768
|
67 |
+
- type: main_score
|
68 |
+
value: 89.0185546875
|
69 |
+
task:
|
70 |
+
type: Classification
|
71 |
+
- dataset:
|
72 |
+
config: default
|
73 |
+
name: MTEB InappropriatenessClassification (default)
|
74 |
+
revision: 601651fdc45ef243751676e62dd7a19f491c0285
|
75 |
+
split: test
|
76 |
+
type: ai-forever/inappropriateness-classification
|
77 |
+
metrics:
|
78 |
+
- type: accuracy
|
79 |
+
value: 78.330078125
|
80 |
+
- type: ap
|
81 |
+
value: 73.17856750532495
|
82 |
+
- type: ap_weighted
|
83 |
+
value: 73.17856750532495
|
84 |
+
- type: f1
|
85 |
+
value: 78.20169867599041
|
86 |
+
- type: f1_weighted
|
87 |
+
value: 78.20169867599041
|
88 |
+
- type: main_score
|
89 |
+
value: 78.330078125
|
90 |
+
task:
|
91 |
+
type: Classification
|
92 |
+
- dataset:
|
93 |
+
config: default
|
94 |
+
name: MTEB KinopoiskClassification (default)
|
95 |
+
revision: 5911f26666ac11af46cb9c6849d0dc80a378af24
|
96 |
+
split: test
|
97 |
+
type: ai-forever/kinopoisk-sentiment-classification
|
98 |
+
metrics:
|
99 |
+
- type: accuracy
|
100 |
+
value: 70.46666666666665
|
101 |
+
- type: f1
|
102 |
+
value: 65.83951766538878
|
103 |
+
- type: f1_weighted
|
104 |
+
value: 65.83951766538878
|
105 |
+
- type: main_score
|
106 |
+
value: 70.46666666666665
|
107 |
+
task:
|
108 |
+
type: Classification
|
109 |
+
- dataset:
|
110 |
+
config: ru
|
111 |
+
name: MTEB MIRACLReranking (ru)
|
112 |
+
revision: 6d1962c527217f8927fca80f890f14f36b2802af
|
113 |
+
split: dev
|
114 |
+
type: miracl/mmteb-miracl-reranking
|
115 |
+
metrics:
|
116 |
+
- type: MAP@1(MIRACL)
|
117 |
+
value: 39.023
|
118 |
+
- type: MAP@10(MIRACL)
|
119 |
+
value: 60.208
|
120 |
+
- type: MAP@100(MIRACL)
|
121 |
+
value: 61.672000000000004
|
122 |
+
- type: MAP@1000(MIRACL)
|
123 |
+
value: 61.672000000000004
|
124 |
+
- type: MAP@20(MIRACL)
|
125 |
+
value: 61.30799999999999
|
126 |
+
- type: MAP@3(MIRACL)
|
127 |
+
value: 53.33
|
128 |
+
- type: MAP@5(MIRACL)
|
129 |
+
value: 57.289
|
130 |
+
- type: NDCG@1(MIRACL)
|
131 |
+
value: 63.352
|
132 |
+
- type: NDCG@10(MIRACL)
|
133 |
+
value: 66.042
|
134 |
+
- type: NDCG@100(MIRACL)
|
135 |
+
value: 68.702
|
136 |
+
- type: NDCG@1000(MIRACL)
|
137 |
+
value: 68.702
|
138 |
+
- type: NDCG@20(MIRACL)
|
139 |
+
value: 67.768
|
140 |
+
- type: NDCG@3(MIRACL)
|
141 |
+
value: 61.925
|
142 |
+
- type: NDCG@5(MIRACL)
|
143 |
+
value: 63.327
|
144 |
+
- type: P@1(MIRACL)
|
145 |
+
value: 63.352
|
146 |
+
- type: P@10(MIRACL)
|
147 |
+
value: 16.512
|
148 |
+
- type: P@100(MIRACL)
|
149 |
+
value: 1.9529999999999998
|
150 |
+
- type: P@1000(MIRACL)
|
151 |
+
value: 0.19499999999999998
|
152 |
+
- type: P@20(MIRACL)
|
153 |
+
value: 9.13
|
154 |
+
- type: P@3(MIRACL)
|
155 |
+
value: 37.878
|
156 |
+
- type: P@5(MIRACL)
|
157 |
+
value: 27.586
|
158 |
+
- type: Recall@1(MIRACL)
|
159 |
+
value: 39.023
|
160 |
+
- type: Recall@10(MIRACL)
|
161 |
+
value: 72.35000000000001
|
162 |
+
- type: Recall@100(MIRACL)
|
163 |
+
value: 79.952
|
164 |
+
- type: Recall@1000(MIRACL)
|
165 |
+
value: 79.952
|
166 |
+
- type: Recall@20(MIRACL)
|
167 |
+
value: 76.828
|
168 |
+
- type: Recall@3(MIRACL)
|
169 |
+
value: 57.769999999999996
|
170 |
+
- type: Recall@5(MIRACL)
|
171 |
+
value: 64.91900000000001
|
172 |
+
- type: main_score
|
173 |
+
value: 66.042
|
174 |
+
- type: nAUC_MAP@1000_diff1(MIRACL)
|
175 |
+
value: 27.150388833033052
|
176 |
+
- type: nAUC_MAP@1000_max(MIRACL)
|
177 |
+
value: 55.15672274267081
|
178 |
+
- type: nAUC_MAP@1000_std(MIRACL)
|
179 |
+
value: 30.088939934575553
|
180 |
+
- type: nAUC_MAP@100_diff1(MIRACL)
|
181 |
+
value: 27.150388833033052
|
182 |
+
- type: nAUC_MAP@100_max(MIRACL)
|
183 |
+
value: 55.15672274267081
|
184 |
+
- type: nAUC_MAP@100_std(MIRACL)
|
185 |
+
value: 30.088939934575553
|
186 |
+
- type: nAUC_MAP@10_diff1(MIRACL)
|
187 |
+
value: 27.853691773641742
|
188 |
+
- type: nAUC_MAP@10_max(MIRACL)
|
189 |
+
value: 52.89390350055654
|
190 |
+
- type: nAUC_MAP@10_std(MIRACL)
|
191 |
+
value: 28.08732516551691
|
192 |
+
- type: nAUC_MAP@1_diff1(MIRACL)
|
193 |
+
value: 43.23179150244192
|
194 |
+
- type: nAUC_MAP@1_max(MIRACL)
|
195 |
+
value: 29.923943954188864
|
196 |
+
- type: nAUC_MAP@1_std(MIRACL)
|
197 |
+
value: 7.447084370195121
|
198 |
+
- type: nAUC_MAP@20_diff1(MIRACL)
|
199 |
+
value: 27.328384072311675
|
200 |
+
- type: nAUC_MAP@20_max(MIRACL)
|
201 |
+
value: 54.60286379835721
|
202 |
+
- type: nAUC_MAP@20_std(MIRACL)
|
203 |
+
value: 29.8084128980043
|
204 |
+
- type: nAUC_MAP@3_diff1(MIRACL)
|
205 |
+
value: 31.244971536944554
|
206 |
+
- type: nAUC_MAP@3_max(MIRACL)
|
207 |
+
value: 43.63984692803854
|
208 |
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- type: nAUC_MAP@3_std(MIRACL)
|
209 |
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value: 18.609234683765887
|
210 |
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- type: nAUC_MAP@5_diff1(MIRACL)
|
211 |
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value: 29.088760492638286
|
212 |
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- type: nAUC_MAP@5_max(MIRACL)
|
213 |
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value: 48.30474364461509
|
214 |
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- type: nAUC_MAP@5_std(MIRACL)
|
215 |
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value: 23.817514353844224
|
216 |
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- type: nAUC_NDCG@1000_diff1(MIRACL)
|
217 |
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value: 23.12754356408408
|
218 |
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- type: nAUC_NDCG@1000_max(MIRACL)
|
219 |
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value: 64.24894553363303
|
220 |
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- type: nAUC_NDCG@1000_std(MIRACL)
|
221 |
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value: 38.19318050598967
|
222 |
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- type: nAUC_NDCG@100_diff1(MIRACL)
|
223 |
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value: 23.12754356408408
|
224 |
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- type: nAUC_NDCG@100_max(MIRACL)
|
225 |
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value: 64.24894553363303
|
226 |
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- type: nAUC_NDCG@100_std(MIRACL)
|
227 |
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value: 38.19318050598967
|
228 |
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- type: nAUC_NDCG@10_diff1(MIRACL)
|
229 |
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value: 24.779856373697275
|
230 |
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- type: nAUC_NDCG@10_max(MIRACL)
|
231 |
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value: 60.4054459738118
|
232 |
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- type: nAUC_NDCG@10_std(MIRACL)
|
233 |
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value: 35.148950441182784
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234 |
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- type: nAUC_NDCG@1_diff1(MIRACL)
|
235 |
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value: 35.605865569438556
|
236 |
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- type: nAUC_NDCG@1_max(MIRACL)
|
237 |
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value: 65.77787399715454
|
238 |
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- type: nAUC_NDCG@1_std(MIRACL)
|
239 |
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value: 34.34726892885082
|
240 |
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- type: nAUC_NDCG@20_diff1(MIRACL)
|
241 |
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value: 23.71231783125691
|
242 |
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- type: nAUC_NDCG@20_max(MIRACL)
|
243 |
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value: 62.89676599488004
|
244 |
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- type: nAUC_NDCG@20_std(MIRACL)
|
245 |
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value: 37.697052941884316
|
246 |
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- type: nAUC_NDCG@3_diff1(MIRACL)
|
247 |
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value: 26.109027741640865
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248 |
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- type: nAUC_NDCG@3_max(MIRACL)
|
249 |
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value: 56.22356793638693
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- type: nAUC_NDCG@3_std(MIRACL)
|
251 |
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value: 29.9437568508688
|
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- type: nAUC_NDCG@5_diff1(MIRACL)
|
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value: 25.98644715327336
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- type: nAUC_NDCG@5_max(MIRACL)
|
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value: 56.25032008404774
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- type: nAUC_NDCG@5_std(MIRACL)
|
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value: 31.581899860862578
|
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- type: nAUC_P@1000_diff1(MIRACL)
|
259 |
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value: -18.29912787064644
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- type: nAUC_P@1000_max(MIRACL)
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value: 31.811344878776087
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value: 30.163820183304914
|
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- type: nAUC_P@100_diff1(MIRACL)
|
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value: -18.299127870646405
|
266 |
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- type: nAUC_P@100_max(MIRACL)
|
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value: 31.811344878776133
|
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- type: nAUC_P@100_std(MIRACL)
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value: 30.163820183304956
|
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- type: nAUC_P@10_diff1(MIRACL)
|
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value: -15.96416268531149
|
272 |
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- type: nAUC_P@10_max(MIRACL)
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value: 36.989578896466526
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- type: nAUC_P@10_std(MIRACL)
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value: 34.54507111688143
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- type: nAUC_P@1_diff1(MIRACL)
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value: 35.605865569438556
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- type: nAUC_P@1_max(MIRACL)
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value: 65.77787399715454
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- type: nAUC_P@1_std(MIRACL)
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value: 34.34726892885082
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282 |
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- type: nAUC_P@20_diff1(MIRACL)
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value: -17.443963421383287
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- type: nAUC_P@20_max(MIRACL)
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value: 34.309618168778385
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- type: nAUC_P@20_std(MIRACL)
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value: 33.38820956485373
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- type: nAUC_P@3_diff1(MIRACL)
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value: -8.533621861815652
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- type: nAUC_P@3_max(MIRACL)
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value: 45.90408386776497
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- type: nAUC_P@3_std(MIRACL)
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value: 34.50459351305535
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- type: nAUC_P@5_diff1(MIRACL)
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value: -13.207968899314865
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- type: nAUC_P@5_max(MIRACL)
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value: 40.37718282248973
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- type: nAUC_P@5_std(MIRACL)
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value: 35.601417332196206
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- type: nAUC_Recall@1000_diff1(MIRACL)
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value: 7.907304198177226
|
302 |
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- type: nAUC_Recall@1000_max(MIRACL)
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value: 77.82197832361145
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- type: nAUC_Recall@1000_std(MIRACL)
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value: 52.66957487246724
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634 |
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type: Retrieval
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|
636 |
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config: ru
|
637 |
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name: MTEB MassiveIntentClassification (ru)
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|
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task:
|
651 |
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type: Classification
|
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|
653 |
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config: ru
|
654 |
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name: MTEB MassiveScenarioClassification (ru)
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655 |
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656 |
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657 |
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|
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1371 |
+
type: ai-forever/ru-scibench-grnti-classification
|
1372 |
+
metrics:
|
1373 |
+
- type: main_score
|
1374 |
+
value: 67.03880348548029
|
1375 |
+
- type: v_measure
|
1376 |
+
value: 67.03880348548029
|
1377 |
+
- type: v_measure_std
|
1378 |
+
value: 0.6126278133139618
|
1379 |
+
task:
|
1380 |
+
type: Clustering
|
1381 |
+
- dataset:
|
1382 |
+
config: default
|
1383 |
+
name: MTEB RuSciBenchOECDClassification (default)
|
1384 |
+
revision: 26c88e99dcaba32bb45d0e1bfc21902337f6d471
|
1385 |
+
split: test
|
1386 |
+
type: ai-forever/ru-scibench-oecd-classification
|
1387 |
+
metrics:
|
1388 |
+
- type: accuracy
|
1389 |
+
value: 54.63378906250001
|
1390 |
+
- type: f1
|
1391 |
+
value: 51.34306420274629
|
1392 |
+
- type: f1_weighted
|
1393 |
+
value: 51.33495867493914
|
1394 |
+
- type: main_score
|
1395 |
+
value: 54.63378906250001
|
1396 |
+
task:
|
1397 |
+
type: Classification
|
1398 |
+
- dataset:
|
1399 |
+
config: default
|
1400 |
+
name: MTEB RuSciBenchOECDClusteringP2P (default)
|
1401 |
+
revision: 26c88e99dcaba32bb45d0e1bfc21902337f6d471
|
1402 |
+
split: test
|
1403 |
+
type: ai-forever/ru-scibench-oecd-classification
|
1404 |
+
metrics:
|
1405 |
+
- type: main_score
|
1406 |
+
value: 56.55947121159027
|
1407 |
+
- type: v_measure
|
1408 |
+
value: 56.55947121159027
|
1409 |
+
- type: v_measure_std
|
1410 |
+
value: 0.5498882006880662
|
1411 |
+
task:
|
1412 |
+
type: Clustering
|
1413 |
+
- dataset:
|
1414 |
+
config: ru
|
1415 |
+
name: MTEB STS22 (ru)
|
1416 |
+
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
|
1417 |
+
split: test
|
1418 |
+
type: mteb/sts22-crosslingual-sts
|
1419 |
+
metrics:
|
1420 |
+
- type: cosine_pearson
|
1421 |
+
value: 61.833294921667914
|
1422 |
+
- type: cosine_spearman
|
1423 |
+
value: 63.53967536726357
|
1424 |
+
- type: euclidean_pearson
|
1425 |
+
value: 60.382865218855805
|
1426 |
+
- type: euclidean_spearman
|
1427 |
+
value: 63.53967536726357
|
1428 |
+
- type: main_score
|
1429 |
+
value: 63.53967536726357
|
1430 |
+
- type: manhattan_pearson
|
1431 |
+
value: 60.24879015304578
|
1432 |
+
- type: manhattan_spearman
|
1433 |
+
value: 63.42305760430092
|
1434 |
+
- type: pearson
|
1435 |
+
value: 61.833294921667914
|
1436 |
+
- type: spearman
|
1437 |
+
value: 63.53967536726357
|
1438 |
+
task:
|
1439 |
+
type: STS
|
1440 |
+
- dataset:
|
1441 |
+
config: default
|
1442 |
+
name: MTEB SensitiveTopicsClassification (default)
|
1443 |
+
revision: 416b34a802308eac30e4192afc0ff99bb8dcc7f2
|
1444 |
+
split: test
|
1445 |
+
type: ai-forever/sensitive-topics-classification
|
1446 |
+
metrics:
|
1447 |
+
- type: accuracy
|
1448 |
+
value: 39.8193359375
|
1449 |
+
- type: f1
|
1450 |
+
value: 55.46591740935434
|
1451 |
+
- type: lrap
|
1452 |
+
value: 66.50980631510454
|
1453 |
+
- type: main_score
|
1454 |
+
value: 39.8193359375
|
1455 |
+
task:
|
1456 |
+
type: MultilabelClassification
|
1457 |
+
- dataset:
|
1458 |
+
config: default
|
1459 |
+
name: MTEB TERRa (default)
|
1460 |
+
revision: 7b58f24536063837d644aab9a023c62199b2a612
|
1461 |
+
split: dev
|
1462 |
+
type: ai-forever/terra-pairclassification
|
1463 |
+
metrics:
|
1464 |
+
- type: cosine_accuracy
|
1465 |
+
value: 66.77524429967427
|
1466 |
+
- type: cosine_accuracy_threshold
|
1467 |
+
value: 55.58975338935852
|
1468 |
+
- type: cosine_ap
|
1469 |
+
value: 66.4567219323658
|
1470 |
+
- type: cosine_f1
|
1471 |
+
value: 70.64676616915423
|
1472 |
+
- type: cosine_f1_threshold
|
1473 |
+
value: 45.55969536304474
|
1474 |
+
- type: cosine_precision
|
1475 |
+
value: 57.028112449799195
|
1476 |
+
- type: cosine_recall
|
1477 |
+
value: 92.81045751633987
|
1478 |
+
- type: dot_accuracy
|
1479 |
+
value: 66.77524429967427
|
1480 |
+
- type: dot_accuracy_threshold
|
1481 |
+
value: 55.589759349823
|
1482 |
+
- type: dot_ap
|
1483 |
+
value: 66.4567219323658
|
1484 |
+
- type: dot_f1
|
1485 |
+
value: 70.64676616915423
|
1486 |
+
- type: dot_f1_threshold
|
1487 |
+
value: 45.55969536304474
|
1488 |
+
- type: dot_precision
|
1489 |
+
value: 57.028112449799195
|
1490 |
+
- type: dot_recall
|
1491 |
+
value: 92.81045751633987
|
1492 |
+
- type: euclidean_accuracy
|
1493 |
+
value: 66.77524429967427
|
1494 |
+
- type: euclidean_accuracy_threshold
|
1495 |
+
value: 94.24455165863037
|
1496 |
+
- type: euclidean_ap
|
1497 |
+
value: 66.4567219323658
|
1498 |
+
- type: euclidean_f1
|
1499 |
+
value: 70.64676616915423
|
1500 |
+
- type: euclidean_f1_threshold
|
1501 |
+
value: 104.34587001800537
|
1502 |
+
- type: euclidean_precision
|
1503 |
+
value: 57.028112449799195
|
1504 |
+
- type: euclidean_recall
|
1505 |
+
value: 92.81045751633987
|
1506 |
+
- type: main_score
|
1507 |
+
value: 66.4567219323658
|
1508 |
+
- type: manhattan_accuracy
|
1509 |
+
value: 66.77524429967427
|
1510 |
+
- type: manhattan_accuracy_threshold
|
1511 |
+
value: 2865.5345916748047
|
1512 |
+
- type: manhattan_ap
|
1513 |
+
value: 66.26659863769075
|
1514 |
+
- type: manhattan_f1
|
1515 |
+
value: 70.8542713567839
|
1516 |
+
- type: manhattan_f1_threshold
|
1517 |
+
value: 3212.3912811279297
|
1518 |
+
- type: manhattan_precision
|
1519 |
+
value: 57.55102040816327
|
1520 |
+
- type: manhattan_recall
|
1521 |
+
value: 92.15686274509804
|
1522 |
+
- type: max_accuracy
|
1523 |
+
value: 66.77524429967427
|
1524 |
+
- type: max_ap
|
1525 |
+
value: 66.4567219323658
|
1526 |
+
- type: max_f1
|
1527 |
+
value: 70.8542713567839
|
1528 |
+
- type: max_precision
|
1529 |
+
value: 57.55102040816327
|
1530 |
+
- type: max_recall
|
1531 |
+
value: 92.81045751633987
|
1532 |
+
- type: similarity_accuracy
|
1533 |
+
value: 66.77524429967427
|
1534 |
+
- type: similarity_accuracy_threshold
|
1535 |
+
value: 55.58975338935852
|
1536 |
+
- type: similarity_ap
|
1537 |
+
value: 66.4567219323658
|
1538 |
+
- type: similarity_f1
|
1539 |
+
value: 70.64676616915423
|
1540 |
+
- type: similarity_f1_threshold
|
1541 |
+
value: 45.55969536304474
|
1542 |
+
- type: similarity_precision
|
1543 |
+
value: 57.028112449799195
|
1544 |
+
- type: similarity_recall
|
1545 |
+
value: 92.81045751633987
|
1546 |
+
task:
|
1547 |
+
type: PairClassification
|
1548 |
license: mit
|
1549 |
language:
|
1550 |
+
- ru
|
1551 |
+
- en
|
1552 |
+
tags:
|
1553 |
+
- mteb
|
1554 |
+
- transformers
|
1555 |
+
- sentence-transformers
|
1556 |
+
base_model: ai-forever/FRED-T5-1.7B
|
1557 |
---
|
1558 |
|
1559 |
---
|