Update README.md

README.md

@@ -105,8 +105,8 @@ You can finetune this model on your own dataset.
 ## Encodechka
 | Model                                 | Model Parameters | STS  |  PI  |  NLI |  SA  |  TI  |  IC  |  ICX | NEI1 | NEI2 | AVG  |
 |---------------------------------------|------------------|------|------|------|------|------|------|------|------|------|------|
-| insuperabile/rumodernbert-hnp         | 149M             | 0.78 | 0.67 | 0.49 | 0.79 | 0.97 | 0.73 | 0.68 | 0.26 | 0.34 | 0.63 |
 | insuperabile/rumodernbert-solyanka    | 149M             | 0.8  | 0.56 | 0.4  | 0.76 | 0.98 | 0.73 | 0.67 | 0.33 | 0.36 | 0.62 |
+| insuperabile/SimBERT_RU               | 149M             | 0.79 | 0.73 | 0.51 | 0.80 | 0.98 | 0.78 | 0.74 | 0.28 | 0.37 | 0.66 |
 | insuperabile/rumodernbert-solyanka-QP | 149M             | 0.81 | 0.65 | 0.4  | 0.81 | 0.98 | 0.79 | 0.74 | 0.35 | 0.41 | 0.66 |
 | deepvk/USER-base                      | 124M             | 0.85 | 0.74 | 0.48 | 0.81 | 0.99 | 0.8  | 0.7  | 0.29 | 0.41 | 0.68 |
 | paraphrase-multilingual-MiniLM-L12-v2 | 118M             | 0.84 | 0.62 | 0.5  | 0.76 | 0.92 | 0.77 | 0.72 |  -   |  -   |  -   |
@@ -116,7 +116,6 @@ You can finetune this model on your own dataset.
 ## RuMTEB
 | model                                 |     avg |   CEDRClass |   GeoreviewClassification |   GeoreviewClustering |   HeadlineClassif |   InappClassif |   Kinopoisk |   RiaRetrieval |   RuBQReranking |   RubqRetrieval |   RuReviewsClass |   RuSTSBench |   RSBGClassif |   RSBGCluster |   RSBOClassif |   RSBOCluster |   SensitiveClassif |   TERRa |
 |:--------------------------------------|--------:|------------:|--------------------------:|----------------------:|------------------:|---------------:|------------:|---------------:|----------------:|----------------:|-----------------:|-------------:|--------------:|--------------:|--------------:|--------------:|-------------------:|--------:|
-| rumodernbert-hnp                      | 51.2224 |       45.12 |                     40.24 |                 52.05 |             70.1  |          59.58 |       51.13 |          45.54 |           60.98 |           40    |            58.61 |        78.53 |         47.12 |         45.71 |         36.7  |         41.45 |              40.81 |   57.11 |
 | rumodernbert-solyanka                 | 53.2006 |       38.34 |                     33.79 |                 66.68 |             79.36 |          60.71 |       44.78 |          50.67 |           63.57 |           53.58 |            51.05 |        80.07 |         52.31 |         51.17 |         41.01 |         45.21 |              41.39 |   50.72 |
 | rumodernbert-solyanka-qp              | 56.5847 |       39.44 |                     37.72 |                 71.23 |             73.85 |          59.97 |       50.37 |          73.09 |           68.07 |           62.65 |            56.59 |        81.64 |         56.04 |         53.40 |         44.48 |         46.80 |              32.82 |   53.78 |
 | user-base                             | 57.6429 |       46.78 |                     46.88 |                 63.41 |             75    |          61.83 |       56.03 |          77.72 |           64.42 |           56.86 |            65.48 |        81.91 |         55.55 |         51.5  |         43.28 |         44.87 |              28.65 |   59.76 |