Model: tner/roberta-base-tweetner7-2020
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, roberta, token-classification, dataset:tner/tweetner7, model-index, endpoints_compatible, region:us
Card metadata: datasets: tner/tweetner7
metrics: f1, precision, recall
model-index: name: tner/roberta-base-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: 0.6421184225480168
verified: no, name: Precision (test_2021)
type: precision
value: 0.6312849162011173
verified: no, name: Recall (test_2021)
type: recall
value: 0.6533302497687327
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5910653350307403
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5792905609274926
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.604510675992635
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7789270288701977
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7657838864677617
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7925292008789175
verified: no, name: F1 (test_2020)
type: f1
value: 0.642489851150203
verified: no, name: Precision (test_2020)
type: precision
value: 0.6713800904977375
verified: no, name: Recall (test_2020)
type: recall
value: 0.6159833938764919
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6023293888599316
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6319549874790182
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5783022171044098
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7480378890392421
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7816742081447964
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7171769590036325
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: 503
Created: 2022-07-02 19:09:10