Model: tner/roberta-large-ontonotes5
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, roberta, token-classification, dataset:tner/ontonotes5, model-index, endpoints_compatible, deploy:azure, region:us
Card metadata: datasets: tner/ontonotes5
metrics: f1, precision, recall
model-index: name: tner/roberta-large-ontonotes5
results: task: name: Token Classification
type: token-classification
dataset: name: tner/ontonotes5
type: tner/ontonotes5
args: tner/ontonotes5
metrics: name: F1
type: f1
value: 0.908632361399938
verified: no, name: Precision
type: precision
value: 0.905148095909732
verified: no, name: Recall
type: recall
value: 0.9121435551212579
verified: no, name: F1 (macro)
type: f1_macro
value: 0.8265477704565624
verified: no, name: Precision (macro)
type: precision_macro
value: 0.8170668848546687
verified: no, name: Recall (macro)
type: recall_macro
value: 0.8387672780349001
verified: no, name: F1 (entity span)
type: f1_entity_span
value: 0.9284544931640193
verified: no, name: Precision (entity span)
type: precision_entity_span
value: 0.9248942172073342
verified: no, name: Recall (entity span)
type: recall_entity_span
value: 0.9320422848005685
verified: no
pipeline_tag: token-classification
widget: text: Jacob Collier is a Grammy awarded artist from England.
example_title: NER Example 1
Likes: 16 | All-time downloads: 8773755
Created: 2022-08-12 10:33:41