Model: tner/twitter-roberta-base-2019-90m-tweetner7-2021
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-2019-90m-tweetner7-2021
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: 0.6323179293083451
verified: no, name: Precision (test_2021)
type: precision
value: 0.669727143411354
verified: no, name: Recall (test_2021)
type: recall
value: 0.5988667900092507
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5671647388688191
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.6049623231784063
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.5439217682783225
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.756898656898657
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.801629380576749
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.716896033306349
verified: no, name: F1 (test_2020)
type: f1
value: 0.6190614981055086
verified: no, name: Precision (test_2020)
type: precision
value: 0.7061170212765957
verified: no, name: Recall (test_2020)
type: recall
value: 0.5511157239231966
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.560944714651875
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6527607933480432
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5048039912609852
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7303993004954824
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.8331117021276596
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.6502335236118318
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: 428
Created: 2022-07-07 10:10:40