| Feature | Description |
|---|---|
| Name | en_scibert_ScienceIE |
| Version | 0.0.0 |
| spaCy | >=3.1.1,<3.2.0 |
| Default Pipeline | transformer, ner |
| Components | transformer, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | UBIAI (https://ubiai.tools) |
Label Scheme
View label scheme (3 labels for 1 components)
| Component | Labels |
|---|---|
ner |
MATERIAL, PROCESS, TASK |
Accuracy
| Type | Score |
|---|---|
ENTS_F |
99.07 |
ENTS_P |
98.91 |
ENTS_R |
99.24 |
TRANSFORMER_LOSS |
370249.46 |
NER_LOSS |
216581.66 |
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Evaluation results
- NER Precisionself-reported0.989
- NER Recallself-reported0.992
- NER F Scoreself-reported0.991