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---
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 | |