---
tags:
- spacy
language:
- ru
model-index:
- name: ru_patents_rel_tiny
  results: []
---
| Feature | Description |
| --- | --- |
| **Name** | `ru_patents_rel_tiny` |
| **Version** | `1.0.0` |
| **spaCy** | `>=3.8.5,<3.9.0` |
| **Default Pipeline** | `transformer`, `relation_extractor` |
| **Components** | `transformer`, `relation_extractor` |
| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
| **Sources** | n/a |
| **License** | n/a |
| **Author** | [n/a]() |

### Label Scheme

<details>

<summary>View label scheme (5 labels for 1 components)</summary>

| Component | Labels |
| --- | --- |
| **`relation_extractor`** | `PART-OF`, `LOCATED-AT`, `CONNECTED-WITH`, `IN-MANNER-OF`, `ATTRIBUTE-FOR` |

</details>

### Accuracy

| Type | Score |
| --- | --- |
| `REL_MICRO_P` | 46.91 |
| `REL_MICRO_R` | 15.40 |
| `REL_MICRO_F` | 23.18 |
| `REL_MACRO_F` | 12.91 |
| `REL_WEIGHTED_F` | 21.04 |
| `F1_PART-OF` | 37.96 |
| `F1_LOCATED-AT` | 12.87 |
| `F1_CONNECTED-WITH` | 5.75 |
| `F1_IN-MANNER-OF` | 0.00 |
| `F1_ATTRIBUTE-FOR` | 7.94 |
| `TRANSFORMER_LOSS` | 2.90 |
| `RELATION_EXTRACTOR_LOSS` | 132.27 |