Model: tner/bert-large-tweetner7-2020
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-tweetner7-2020
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: 0.6142662426169924
verified: no, name: Precision (test_2021)
type: precision
value: 0.6035714285714285
verified: no, name: Recall (test_2021)
type: recall
value: 0.6253469010175763
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5614355349295936
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5513691216732639
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.5731091951352001
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7585501647540052
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7455053042992742
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7720596738753325
verified: no, name: F1 (test_2020)
type: f1
value: 0.6218623481781376
verified: no, name: Precision (test_2020)
type: precision
value: 0.6479190101237345
verified: no, name: Recall (test_2020)
type: recall
value: 0.5978204462895693
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.5814516218649598
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6074235531058303
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.559517342837518
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7379217273954116
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7688413948256468
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7093928386092372
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: 594
Created: 2022-07-02 18:58:57