Model: tner/deberta-v3-large-bionlp2004
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, deberta-v2, token-classification, dataset:tner/bionlp2004, model-index, endpoints_compatible, region:us
Card metadata: datasets: tner/bionlp2004
metrics: f1, precision, recall
model-index: name: tner/deberta-v3-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: 0.758624442267929
verified: no, name: Precision
type: precision
value: 0.7174763277068753
verified: no, name: Recall
type: recall
value: 0.8047794966520434
verified: no, name: F1 (macro)
type: f1_macro
value: 0.7195387988303987
verified: no, name: Precision (macro)
type: precision_macro
value: 0.681309505763584
verified: no, name: Recall (macro)
type: recall_macro
value: 0.7691804743892025
verified: no, name: F1 (entity span)
type: f1_entity_span
value: 0.796539152201121
verified: no, name: Precision (entity span)
type: precision_entity_span
value: 0.7533710756562018
verified: no, name: Recall (entity span)
type: recall_entity_span
value: 0.8449549757561764
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 23:58:35