Model: tner/roberta-large-tweetner7-all
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, roberta, token-classification, dataset:tner/tweetner7, model-index, endpoints_compatible, deploy:azure, region:us
Card metadata: datasets: tner/tweetner7
metrics: f1, precision, recall
model-index: name: tner/roberta-large-tweetner7-all
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: 0.6574551220340903
verified: no, name: Precision (test_2021)
type: precision
value: 0.644212629008989
verified: no, name: Recall (test_2021)
type: recall
value: 0.6712534690101758
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.6124665667529737
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.6005167968535563
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.625251837701222
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7881979839166384
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7722783264898457
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.804787787672025
verified: no, name: F1 (test_2020)
type: f1
value: 0.6628787878787878
verified: no, name: Precision (test_2020)
type: precision
value: 0.6924816280384398
verified: no, name: Recall (test_2020)
type: recall
value: 0.6357031655422937
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6297223287745568
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6618492079232416
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.601311568050436
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7642760487144791
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7986425339366516
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7327451997924235
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: 1 | All-time downloads: 2622494
Created: 2022-07-02 19:08:51