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ucsinfer/MODELS.md
2025-08-26 18:08:58 -07:00

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# 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% |