---
library_name: transformers
tags: []
---
| model                                                       | STS      | PI       | NLI      | SA       | TI       | IA       | IC       | ICX      | NE1      | NE2      |
|:------------------------------------------------------------|:---------|:---------|:---------|:---------|:---------|:---------|:---------|:---------|:---------|:---------|
| BAAI/bge-m3                                                 | 0.86     | 0.75     | 0.51     | 0.82     | 0.97     | 0.79     | 0.81     | 0.78     | 0.24     | 0.42     |
| intfloat/multilingual-e5-base                     | 0.86     | 0.74     | 0.47     | 0.81     | 0.98     | 0.8      | 0.82     | 0.77     | 0.21     | 0.35     |
| intfloat/multilingual-e5-large                              | 0.86     | 0.73     | 0.47     | 0.81     | 0.98     | 0.8      | 0.82     | 0.77     | 0.24     | 0.37     |
| Vikhrmodels/vikhr_encoder                                          | 0.615054424017691 | 0.5131 | 0.36 | 0.739 | 0.964525 | 0.724292028329517 | 0.7896 | 0.6582 | 0.21       | 0.36      |