Model: tner/deberta-v3-large-bc5cdr
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, deberta-v2, token-classification, dataset:tner/bc5cdr, model-index, endpoints_compatible, region:us
Card metadata: datasets: tner/bc5cdr
metrics: f1, precision, recall
model-index: name: tner/deberta-v3-large-bc5cdr
results: task: name: Token Classification
type: token-classification
dataset: name: tner/bc5cdr
type: tner/bc5cdr
args: tner/bc5cdr
metrics: name: F1
type: f1
value: 0.8902493653874869
verified: no, name: Precision
type: precision
value: 0.8697724178175452
verified: no, name: Recall
type: recall
value: 0.9117137322866755
verified: no, name: F1 (macro)
type: f1_macro
value: 0.8863403908610603
verified: no, name: Precision (macro)
type: precision_macro
value: 0.8657302393432342
verified: no, name: Recall (macro)
type: recall_macro
value: 0.9080747413030301
verified: no, name: F1 (entity span)
type: f1_entity_span
value: 0.8929371360310587
verified: no, name: Precision (entity span)
type: precision_entity_span
value: 0.8723983660766388
verified: no, name: Recall (entity span)
type: recall_entity_span
value: 0.9144663064532572
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: 501
Created: 2022-08-09 23:31:56