Model: tner/twitter-roberta-base-dec2020-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/twitter-roberta-base-dec2020-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: 0.655146764318819
verified: no, name: Precision (test_2021)
type: precision
value: 0.6484313059236607
verified: no, name: Recall (test_2021)
type: recall
value: 0.6620027752081407
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.60565538970149
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5978135601251405
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6152969312272543
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7802700846875715
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7722278853777325
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7884815542962877
verified: no, name: F1 (test_2020)
type: f1
value: 0.6529060293318849
verified: no, name: Precision (test_2020)
type: precision
value: 0.6849002849002849
verified: no, name: Recall (test_2020)
type: recall
value: 0.6237675142708874
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6127864056494463
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6440791059118922
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5885664058069695
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7588267246061923
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.796011396011396
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.724961079398028
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: 496
Created: 2022-07-07 18:03:07