Model: tner/deberta-large-wnut2017
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, deberta, token-classification, dataset:tner/wnut2017, model-index, endpoints_compatible, region:us
Card metadata: datasets: tner/wnut2017
metrics: f1, precision, recall
model-index: name: tner/deberta-large-wnut2017
results: task: name: Token Classification
type: token-classification
dataset: name: tner/wnut2017
type: tner/wnut2017
args: tner/wnut2017
metrics: name: F1
type: f1
value: 0.5105386416861827
verified: no, name: Precision
type: precision
value: 0.6931637519872814
verified: no, name: Recall
type: recall
value: 0.4040778498609824
verified: no, name: F1 (macro)
type: f1_macro
value: 0.4263428845085451
verified: no, name: Precision (macro)
type: precision_macro
value: 0.6003185137596864
verified: no, name: Recall (macro)
type: recall_macro
value: 0.35195768262641947
verified: no, name: F1 (entity span)
type: f1_entity_span
value: 0.5936768149882904
verified: no, name: Precision (entity span)
type: precision_entity_span
value: 0.8060413354531002
verified: no, name: Recall (entity span)
type: recall_entity_span
value: 0.46987951807228917
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: 492
Created: 2022-08-09 23:25:51