Model: tner/roberta-base-tweetner7-continuous
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-continuous
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: 0.6547126972113873
verified: no, name: Precision (test_2021)
type: precision
value: 0.6592801031773947
verified: no, name: Recall (test_2021)
type: recall
value: 0.6502081406105458
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.6000787312274737
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.603865779286349
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.5992466120658141
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7809734513274336
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7863758940086762
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7756447322770903
verified: no, name: F1 (test_2020)
type: f1
value: 0.651460361613352
verified: no, name: Precision (test_2020)
type: precision
value: 0.7020383693045563
verified: no, name: Recall (test_2020)
type: recall
value: 0.6076803321224702
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6081745135588633
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6574828031156369
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5706180236424009
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7504867872044506
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.8087529976019184
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7000518941359626
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: 472
Created: 2022-07-03 10:14:00