Model: tner/roberta-large-bionlp2004
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, roberta, token-classification, dataset:tner/bionlp2004, model-index, endpoints_compatible, region:us
Card metadata: datasets: tner/bionlp2004
metrics: f1, precision, recall
model-index: name: tner/roberta-large-bionlp2004
results: task: name: Token Classification
type: token-classification
dataset: name: tner/bionlp2004
type: tner/bionlp2004
args: tner/bionlp2004
metrics: name: F1
type: f1
value: 0.7513434294088912
verified: no, name: Precision
type: precision
value: 0.7090462042823481
verified: no, name: Recall
type: recall
value: 0.7990071577003002
verified: no, name: F1 (macro)
type: f1_macro
value: 0.7165656135319811
verified: no, name: Precision (macro)
type: precision_macro
value: 0.6765580411075789
verified: no, name: Recall (macro)
type: recall_macro
value: 0.7685019796698731
verified: no, name: F1 (entity span)
type: f1_entity_span
value: 0.7936818107800032
verified: no, name: Precision (entity span)
type: precision_entity_span
value: 0.7490011269337158
verified: no, name: Recall (entity span)
type: recall_entity_span
value: 0.8440314015238974
verified: no
pipeline_tag: token-classification
widget: text: Jacob Collier is a Grammy awarded artist from England.
example_title: NER Example 1
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Created: 2022-08-12 00:10:08