Model: tner/roberta-large-wnut2017
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, roberta, token-classification, dataset:wnut2017, model-index, endpoints_compatible, deploy:azure, region:us
Card metadata: datasets: wnut2017
metrics: f1, precision, recall
model-index: name: tner/roberta-large-wnut2017
results: task: name: Token Classification
type: token-classification
dataset: name: wnut2017
type: wnut2017
args: wnut2017
metrics: name: F1
type: f1
value: 0.5375139977603584
verified: no, name: Precision
type: precision
value: 0.6789250353606789
verified: no, name: Recall
type: recall
value: 0.4448563484708063
verified: no, name: F1 (macro)
type: f1_macro
value: 0.4734480458244917
verified: no, name: Precision (macro)
type: precision_macro
value: 0.59471614080646
verified: no, name: Recall (macro)
type: recall_macro
value: 0.4020936892146829
verified: no, name: F1 (entity span)
type: f1_entity_span
value: 0.6304591265397536
verified: no, name: Precision (entity span)
type: precision_entity_span
value: 0.7963224893917963
verified: no, name: Recall (entity span)
type: recall_entity_span
value: 0.5217794253938832
verified: no
pipeline_tag: token-classification
widget: text: Jacob Collier is a Grammy awarded artist from England.
example_title: NER Example 1
Likes: 0 | All-time downloads: 67479
Created: 2022-08-09 23:12:35