Model: tner/bert-large-tweetner7-2021
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, bert, token-classification, dataset:tner/tweetner7, model-index, endpoints_compatible, region:us
Card metadata: datasets: tner/tweetner7
metrics: f1, precision, recall
model-index: name: tner/bert-large-tweetner7-2021
results: task: name: Token Classification
type: token-classification
dataset: name: tner/tweetner7
type: tner/tweetner7
args: tner/tweetner7
metrics: name: F1 (test_2021)
type: f1
value: 0.5974718775368201
verified: no, name: Precision (test_2021)
type: precision
value: 0.5992091183996279
verified: no, name: Recall (test_2021)
type: recall
value: 0.5957446808510638
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5392877076670867
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5398425980592713
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.5439768272225339
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7497514474530674
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7584003786086133
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7412975598473459
verified: no, name: F1 (test_2020)
type: f1
value: 0.5662616558349817
verified: no, name: Precision (test_2020)
type: precision
value: 0.6215880893300249
verified: no, name: Recall (test_2020)
type: recall
value: 0.519979242345615
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.5096985017746614
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.5628721370469417
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.47520198274721537
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7065868263473053
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7841772151898734
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.6429683445770628
verified: no
pipeline_tag: token-classification
widget: text: Get the all-analog Classic Vinyl Edition of `Takin' Off` Album from {@herbiehancock@} via {@bluenoterecords@} link below: {{URL}}
example_title: NER Example 1
Likes: 0 | All-time downloads: 422
Created: 2022-07-12 09:24:07