--- tags: - spacy - token-classification language: - en model-index: - name: en_ner_prompting results: - task: name: NER type: token-classification metrics: - name: NER Precision type: precision value: 0.7636566332 - name: NER Recall type: recall value: 0.6975560081 - name: NER F Score type: f_score value: 0.7291112294 widget: - text: Golden statue of a victorious warrior raising his sword to the sky, heroic, glorious, in the style of artgerm, gerald brom, atey ghailan and mike mignola, vibrant colors and hard shadows and strong rim light, plain background, comic cover art, trending on artstation - text: Italian renaissance dragon statue castle gallery highly detailed artstation concept art sharp focus illustration briclot rutkowski mucha - text: Quetzalcoatl in an epic battle with garuda, fantasy, stained glass, d & d, intricate, elegant, highly detailed, digital painting, artstation, concept art, matte, sharp focus, illustration, art by john collier and albert aublet and krenz cushart and artem demura and alphonse mucha license: mit --- | Feature | Description | | --- | --- | | **Name** | `en_ner_prompting` | | **Version** | `0.0.1` | | **spaCy** | `>=3.4.3,<3.5.0` | | **Default Pipeline** | `tok2vec`, `ner` | | **Components** | `tok2vec`, `ner` | | **Vectors** | 514157 keys, 514157 unique vectors (300 dimensions) | | **Sources** | n/a | | **License** | MIT | | **Author** | [Selas](https://www.selas.ai/) | ### Label Scheme
View label scheme (18 labels for 1 components) | Component | Labels | | --- | --- | | **`ner`** | `color`, `composition/scale`, `composition/view`, `context/emotion`, `context/era`, `context/weather`, `detail`, `influence/artist`, `influence/artwork`, `influence/genre`, `influence/repository`, `light`, `medium/illustration`, `medium/painting`, `medium/photography`, `medium/rendering`, `other`, `subject` |
### Accuracy | Type | Score | | --- | --- | | `ENTS_F` | 72.91 | | `ENTS_P` | 76.37 | | `ENTS_R` | 69.76 | | `TOK2VEC_LOSS` | 25220.55 | | `NER_LOSS` | 221026.23 |