update readme.md
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README.md
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@@ -68,19 +68,19 @@ model-index:
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type: mteb/biosses-sts
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metrics:
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| 70 |
- type: cosine_pearson
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| 71 |
-
value:
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| 72 |
- type: cosine_spearman
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| 73 |
-
value:
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- type: euclidean_pearson
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-
value:
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- type: euclidean_spearman
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-
value:
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- type: main_score
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-
value:
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| 80 |
- type: manhattan_pearson
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-
value:
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- type: manhattan_spearman
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-
value:
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task:
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type: STS
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| 86 |
- dataset:
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@@ -91,19 +91,19 @@ model-index:
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| 91 |
type: mteb/sickr-sts
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| 92 |
metrics:
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| 93 |
- type: cosine_pearson
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| 94 |
-
value:
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| 95 |
- type: cosine_spearman
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| 96 |
-
value:
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| 97 |
- type: euclidean_pearson
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| 98 |
-
value:
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- type: euclidean_spearman
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| 100 |
-
value:
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- type: main_score
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| 102 |
-
value:
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- type: manhattan_pearson
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| 104 |
-
value:
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| 105 |
- type: manhattan_spearman
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| 106 |
-
value:
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| 107 |
task:
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| 108 |
type: STS
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| 109 |
- dataset:
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@@ -114,19 +114,19 @@ model-index:
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| 114 |
type: mteb/sts12-sts
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| 115 |
metrics:
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| 116 |
- type: cosine_pearson
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| 117 |
-
value:
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| 118 |
- type: cosine_spearman
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| 119 |
-
value:
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| 120 |
- type: euclidean_pearson
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| 121 |
-
value:
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| 122 |
- type: euclidean_spearman
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| 123 |
-
value:
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| 124 |
- type: main_score
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| 125 |
-
value:
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| 126 |
- type: manhattan_pearson
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| 127 |
-
value:
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| 128 |
- type: manhattan_spearman
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| 129 |
-
value:
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| 130 |
task:
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| 131 |
type: STS
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| 132 |
- dataset:
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@@ -137,19 +137,19 @@ model-index:
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| 137 |
type: mteb/sts13-sts
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| 138 |
metrics:
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| 139 |
- type: cosine_pearson
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| 140 |
-
value:
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| 141 |
- type: cosine_spearman
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| 142 |
-
value:
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| 143 |
- type: euclidean_pearson
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| 144 |
-
value:
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| 145 |
- type: euclidean_spearman
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| 146 |
-
value:
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| 147 |
- type: main_score
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| 148 |
-
value:
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| 149 |
- type: manhattan_pearson
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| 150 |
-
value:
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| 151 |
- type: manhattan_spearman
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| 152 |
-
value:
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| 153 |
task:
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| 154 |
type: STS
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| 155 |
- dataset:
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@@ -160,19 +160,19 @@ model-index:
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| 160 |
type: mteb/sts14-sts
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| 161 |
metrics:
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| 162 |
- type: cosine_pearson
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| 163 |
-
value:
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| 164 |
- type: cosine_spearman
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| 165 |
-
value:
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| 166 |
- type: euclidean_pearson
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| 167 |
-
value:
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| 168 |
- type: euclidean_spearman
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| 169 |
-
value:
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| 170 |
- type: main_score
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| 171 |
-
value:
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| 172 |
- type: manhattan_pearson
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| 173 |
-
value:
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| 174 |
- type: manhattan_spearman
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| 175 |
-
value:
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| 176 |
task:
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| 177 |
type: STS
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| 178 |
- dataset:
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@@ -183,19 +183,19 @@ model-index:
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| 183 |
type: mteb/sts15-sts
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| 184 |
metrics:
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| 185 |
- type: cosine_pearson
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| 186 |
-
value:
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| 187 |
- type: cosine_spearman
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| 188 |
-
value:
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| 189 |
- type: euclidean_pearson
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| 190 |
-
value:
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| 191 |
- type: euclidean_spearman
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| 192 |
-
value:
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| 193 |
- type: main_score
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| 194 |
-
value:
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| 195 |
- type: manhattan_pearson
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| 196 |
-
value:
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| 197 |
- type: manhattan_spearman
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-
value:
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task:
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type: STS
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| 201 |
- dataset:
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@@ -206,19 +206,19 @@ model-index:
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| 206 |
type: mteb/sts16-sts
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| 207 |
metrics:
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| 208 |
- type: cosine_pearson
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| 209 |
-
value:
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| 210 |
- type: cosine_spearman
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| 211 |
-
value:
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| 212 |
- type: euclidean_pearson
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| 213 |
-
value:
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| 214 |
- type: euclidean_spearman
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| 215 |
-
value:
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- type: main_score
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| 217 |
-
value:
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- type: manhattan_pearson
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| 219 |
-
value:
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| 220 |
- type: manhattan_spearman
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| 221 |
-
value:
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| 222 |
task:
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type: STS
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| 224 |
- dataset:
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@@ -229,19 +229,19 @@ model-index:
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| 229 |
type: mteb/sts17-crosslingual-sts
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| 230 |
metrics:
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| 231 |
- type: cosine_pearson
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| 232 |
-
value:
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| 233 |
- type: cosine_spearman
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| 234 |
-
value:
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| 235 |
- type: euclidean_pearson
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| 236 |
-
value:
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| 237 |
- type: euclidean_spearman
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| 238 |
-
value:
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| 239 |
- type: main_score
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| 240 |
-
value:
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| 241 |
- type: manhattan_pearson
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| 242 |
-
value:
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| 243 |
- type: manhattan_spearman
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| 244 |
-
value:
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| 245 |
task:
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| 246 |
type: STS
|
| 247 |
- dataset:
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@@ -252,19 +252,19 @@ model-index:
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| 252 |
type: mteb/sts22-crosslingual-sts
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| 253 |
metrics:
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| 254 |
- type: cosine_pearson
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| 255 |
-
value:
|
| 256 |
- type: cosine_spearman
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| 257 |
-
value:
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| 258 |
- type: euclidean_pearson
|
| 259 |
-
value:
|
| 260 |
- type: euclidean_spearman
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| 261 |
-
value:
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| 262 |
- type: main_score
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| 263 |
-
value:
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| 264 |
- type: manhattan_pearson
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| 265 |
-
value:
|
| 266 |
- type: manhattan_spearman
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| 267 |
-
value:
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| 268 |
task:
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| 269 |
type: STS
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| 270 |
- dataset:
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@@ -275,19 +275,19 @@ model-index:
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| 275 |
type: mteb/stsbenchmark-sts
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| 276 |
metrics:
|
| 277 |
- type: cosine_pearson
|
| 278 |
-
value:
|
| 279 |
- type: cosine_spearman
|
| 280 |
-
value:
|
| 281 |
- type: euclidean_pearson
|
| 282 |
-
value:
|
| 283 |
- type: euclidean_spearman
|
| 284 |
-
value:
|
| 285 |
- type: main_score
|
| 286 |
-
value:
|
| 287 |
- type: manhattan_pearson
|
| 288 |
-
value:
|
| 289 |
- type: manhattan_spearman
|
| 290 |
-
value:
|
| 291 |
task:
|
| 292 |
type: STS
|
| 293 |
- dataset:
|
|
@@ -298,19 +298,19 @@ model-index:
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|
| 298 |
type: mteb/summeval
|
| 299 |
metrics:
|
| 300 |
- type: cosine_pearson
|
| 301 |
-
value:
|
| 302 |
- type: cosine_spearman
|
| 303 |
-
value:
|
| 304 |
- type: dot_pearson
|
| 305 |
-
value:
|
| 306 |
- type: dot_spearman
|
| 307 |
-
value:
|
| 308 |
- type: main_score
|
| 309 |
-
value:
|
| 310 |
- type: pearson
|
| 311 |
-
value:
|
| 312 |
- type: spearman
|
| 313 |
-
value:
|
| 314 |
task:
|
| 315 |
type: Summarization
|
| 316 |
- name: SentenceTransformer based on sentence-transformers/LaBSE
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|
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| 68 |
type: mteb/biosses-sts
|
| 69 |
metrics:
|
| 70 |
- type: cosine_pearson
|
| 71 |
+
value: 76.46793440999714
|
| 72 |
- type: cosine_spearman
|
| 73 |
+
value: 76.66439745271298
|
| 74 |
- type: euclidean_pearson
|
| 75 |
+
value: 76.52075972347127
|
| 76 |
- type: euclidean_spearman
|
| 77 |
+
value: 76.66439745271298
|
| 78 |
- type: main_score
|
| 79 |
+
value: 76.66439745271298
|
| 80 |
- type: manhattan_pearson
|
| 81 |
+
value: 76.68001857069733
|
| 82 |
- type: manhattan_spearman
|
| 83 |
+
value: 76.73066402288269
|
| 84 |
task:
|
| 85 |
type: STS
|
| 86 |
- dataset:
|
|
|
|
| 91 |
type: mteb/sickr-sts
|
| 92 |
metrics:
|
| 93 |
- type: cosine_pearson
|
| 94 |
+
value: 79.67657890693198
|
| 95 |
- type: cosine_spearman
|
| 96 |
+
value: 77.03286420274621
|
| 97 |
- type: euclidean_pearson
|
| 98 |
+
value: 78.1960735272073
|
| 99 |
- type: euclidean_spearman
|
| 100 |
+
value: 77.032855497919
|
| 101 |
- type: main_score
|
| 102 |
+
value: 77.03286420274621
|
| 103 |
- type: manhattan_pearson
|
| 104 |
+
value: 78.25627275994229
|
| 105 |
- type: manhattan_spearman
|
| 106 |
+
value: 77.00430810589081
|
| 107 |
task:
|
| 108 |
type: STS
|
| 109 |
- dataset:
|
|
|
|
| 114 |
type: mteb/sts12-sts
|
| 115 |
metrics:
|
| 116 |
- type: cosine_pearson
|
| 117 |
+
value: 83.94288954523996
|
| 118 |
- type: cosine_spearman
|
| 119 |
+
value: 79.21432176112556
|
| 120 |
- type: euclidean_pearson
|
| 121 |
+
value: 81.21333251943913
|
| 122 |
- type: euclidean_spearman
|
| 123 |
+
value: 79.2152067330468
|
| 124 |
- type: main_score
|
| 125 |
+
value: 79.21432176112556
|
| 126 |
- type: manhattan_pearson
|
| 127 |
+
value: 81.16910737482634
|
| 128 |
- type: manhattan_spearman
|
| 129 |
+
value: 79.08756466301445
|
| 130 |
task:
|
| 131 |
type: STS
|
| 132 |
- dataset:
|
|
|
|
| 137 |
type: mteb/sts13-sts
|
| 138 |
metrics:
|
| 139 |
- type: cosine_pearson
|
| 140 |
+
value: 77.48393909963059
|
| 141 |
- type: cosine_spearman
|
| 142 |
+
value: 79.54963868861196
|
| 143 |
- type: euclidean_pearson
|
| 144 |
+
value: 79.28416002197451
|
| 145 |
- type: euclidean_spearman
|
| 146 |
+
value: 79.54963861790114
|
| 147 |
- type: main_score
|
| 148 |
+
value: 79.54963868861196
|
| 149 |
- type: manhattan_pearson
|
| 150 |
+
value: 79.18653917582513
|
| 151 |
- type: manhattan_spearman
|
| 152 |
+
value: 79.46713533414295
|
| 153 |
task:
|
| 154 |
type: STS
|
| 155 |
- dataset:
|
|
|
|
| 160 |
type: mteb/sts14-sts
|
| 161 |
metrics:
|
| 162 |
- type: cosine_pearson
|
| 163 |
+
value: 78.51596313692846
|
| 164 |
- type: cosine_spearman
|
| 165 |
+
value: 78.84601702652395
|
| 166 |
- type: euclidean_pearson
|
| 167 |
+
value: 78.55199809961427
|
| 168 |
- type: euclidean_spearman
|
| 169 |
+
value: 78.84603362286225
|
| 170 |
- type: main_score
|
| 171 |
+
value: 78.84601702652395
|
| 172 |
- type: manhattan_pearson
|
| 173 |
+
value: 78.52780170677605
|
| 174 |
- type: manhattan_spearman
|
| 175 |
+
value: 78.77744294039178
|
| 176 |
task:
|
| 177 |
type: STS
|
| 178 |
- dataset:
|
|
|
|
| 183 |
type: mteb/sts15-sts
|
| 184 |
metrics:
|
| 185 |
- type: cosine_pearson
|
| 186 |
+
value: 84.53393478889929
|
| 187 |
- type: cosine_spearman
|
| 188 |
+
value: 85.60821849381648
|
| 189 |
- type: euclidean_pearson
|
| 190 |
+
value: 85.32813923250558
|
| 191 |
- type: euclidean_spearman
|
| 192 |
+
value: 85.6081835456016
|
| 193 |
- type: main_score
|
| 194 |
+
value: 85.60821849381648
|
| 195 |
- type: manhattan_pearson
|
| 196 |
+
value: 85.32782097916476
|
| 197 |
- type: manhattan_spearman
|
| 198 |
+
value: 85.58098670898562
|
| 199 |
task:
|
| 200 |
type: STS
|
| 201 |
- dataset:
|
|
|
|
| 206 |
type: mteb/sts16-sts
|
| 207 |
metrics:
|
| 208 |
- type: cosine_pearson
|
| 209 |
+
value: 77.00196998325856
|
| 210 |
- type: cosine_spearman
|
| 211 |
+
value: 79.930951699069
|
| 212 |
- type: euclidean_pearson
|
| 213 |
+
value: 79.43196738390897
|
| 214 |
- type: euclidean_spearman
|
| 215 |
+
value: 79.93095112410258
|
| 216 |
- type: main_score
|
| 217 |
+
value: 79.930951699069
|
| 218 |
- type: manhattan_pearson
|
| 219 |
+
value: 79.33744358111427
|
| 220 |
- type: manhattan_spearman
|
| 221 |
+
value: 79.82939266539601
|
| 222 |
task:
|
| 223 |
type: STS
|
| 224 |
- dataset:
|
|
|
|
| 229 |
type: mteb/sts17-crosslingual-sts
|
| 230 |
metrics:
|
| 231 |
- type: cosine_pearson
|
| 232 |
+
value: 81.60289529424327
|
| 233 |
- type: cosine_spearman
|
| 234 |
+
value: 82.46806381979653
|
| 235 |
- type: euclidean_pearson
|
| 236 |
+
value: 81.32235058296072
|
| 237 |
- type: euclidean_spearman
|
| 238 |
+
value: 82.46676890643914
|
| 239 |
- type: main_score
|
| 240 |
+
value: 82.46806381979653
|
| 241 |
- type: manhattan_pearson
|
| 242 |
+
value: 81.43885277175312
|
| 243 |
- type: manhattan_spearman
|
| 244 |
+
value: 82.38955952718666
|
| 245 |
task:
|
| 246 |
type: STS
|
| 247 |
- dataset:
|
|
|
|
| 252 |
type: mteb/sts22-crosslingual-sts
|
| 253 |
metrics:
|
| 254 |
- type: cosine_pearson
|
| 255 |
+
value: 49.58293768761314
|
| 256 |
- type: cosine_spearman
|
| 257 |
+
value: 57.261888789832874
|
| 258 |
- type: euclidean_pearson
|
| 259 |
+
value: 53.36549109538782
|
| 260 |
- type: euclidean_spearman
|
| 261 |
+
value: 57.261888789832874
|
| 262 |
- type: main_score
|
| 263 |
+
value: 57.261888789832874
|
| 264 |
- type: manhattan_pearson
|
| 265 |
+
value: 53.06640323833928
|
| 266 |
- type: manhattan_spearman
|
| 267 |
+
value: 57.05837935512948
|
| 268 |
task:
|
| 269 |
type: STS
|
| 270 |
- dataset:
|
|
|
|
| 275 |
type: mteb/stsbenchmark-sts
|
| 276 |
metrics:
|
| 277 |
- type: cosine_pearson
|
| 278 |
+
value: 81.43997935928729
|
| 279 |
- type: cosine_spearman
|
| 280 |
+
value: 82.04996129795596
|
| 281 |
- type: euclidean_pearson
|
| 282 |
+
value: 82.01917866996972
|
| 283 |
- type: euclidean_spearman
|
| 284 |
+
value: 82.04996129795596
|
| 285 |
- type: main_score
|
| 286 |
+
value: 82.04996129795596
|
| 287 |
- type: manhattan_pearson
|
| 288 |
+
value: 82.03487112040936
|
| 289 |
- type: manhattan_spearman
|
| 290 |
+
value: 82.03774605775651
|
| 291 |
task:
|
| 292 |
type: STS
|
| 293 |
- dataset:
|
|
|
|
| 298 |
type: mteb/summeval
|
| 299 |
metrics:
|
| 300 |
- type: cosine_pearson
|
| 301 |
+
value: 32.113475997147674
|
| 302 |
- type: cosine_spearman
|
| 303 |
+
value: 32.17194233764879
|
| 304 |
- type: dot_pearson
|
| 305 |
+
value: 32.113469728827255
|
| 306 |
- type: dot_spearman
|
| 307 |
+
value: 32.174771315355386
|
| 308 |
- type: main_score
|
| 309 |
+
value: 32.17194233764879
|
| 310 |
- type: pearson
|
| 311 |
+
value: 32.113475997147674
|
| 312 |
- type: spearman
|
| 313 |
+
value: 32.17194233764879
|
| 314 |
task:
|
| 315 |
type: Summarization
|
| 316 |
- name: SentenceTransformer based on sentence-transformers/LaBSE
|