Model: tner/bertweet-large-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/bertweet-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: 0.6401254269555967
verified: no, name: Precision (test_2021)
type: precision
value: 0.6205623710780589
verified: no, name: Recall (test_2021)
type: recall
value: 0.6609620721554117
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5947383155381057
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5738855505495571
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6206178838164583
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7826184343151529
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7586581261535121
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.8081415519833468
verified: no, name: F1 (test_2020)
type: f1
value: 0.659346545259775
verified: no, name: Precision (test_2020)
type: precision
value: 0.6812396236856668
verified: no, name: Recall (test_2020)
type: recall
value: 0.6388168137000519
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6261309560026784
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6527657911787169
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.6111694484964181
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7738478027867096
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.8
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.749351323300467
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: 507
Created: 2022-07-02 19:04:55