# Models

## Results for Model paraphrase-multilingual-MiniLM-L12-v2 ##

(FOLYProp and FOLYFeet have been omitted from the dataset.)

|                                |    n | pct    |
|--------------------------------|------|--------|
| Total records in sample:       | 2335 |        |
| Top Result:                    |  415 | 17.77% |
| Top 5 Result:                  |  545 | 23.34% |
| Top 10 Result:                 |  419 | 17.94% |
|  |
| UCS category count:            |  752 |        |
| Total categories in sample:    |  238 | 31.65% |
| Most missed category (BLLTBy): |  140 | 6.00%  |


## Results for Model paraphrase-multilingual-mpnet-base-v2 ##

(FOLYProp and FOLYFeet have been omitted from the dataset.)

|                                |    n | pct    |
|--------------------------------|------|--------|
| Total records in sample:       | 2335 |        |
| Top Result:                    |  469 | 20.09% |
| Top 5 Result:                  |  513 | 21.97% |
| Top 10 Result:                 |  506 | 21.67% |
|  |
| UCS category count:            |  752 |        |
| Total categories in sample:    |  238 | 31.65% |
| Most missed category (VEHCar): |   75 | 3.21%  |


## Evaluating model paraphrase-multilingual-mpnet-base-v2...

(FOLYProp and FOLYFeet have been omitted from the dataset.)

|                                 |    n | pct    |
|---------------------------------|------|--------|
| Total records in sample:        | 5800 |        |
| Top Result:                     |  681 | 11.74% |
| Top 5 Result:                   | 1025 | 17.67% |
| Top 10 Result:                  |  802 | 13.83% |
|  |
| UCS category count:             |  752 |        |
| Total categories in sample:     |  298 | 39.63% |
| Most missed category (MAGElem): |  481 | 8.29%  |