metadata
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
View label scheme (5 labels for 1 components)
| Component | Labels |
|---|---|
relation_extractor |
PART-OF, LOCATED-AT, CONNECTED-WITH, IN-MANNER-OF, ATTRIBUTE-FOR |
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 |