Model: tner/roberta-large-tweetner7-selflabel2021-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-large-tweetner7-selflabel2021-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: 0.644817329816488
verified: no, name: Precision (test_2021)
type: precision
value: 0.6264311416421328
verified: no, name: Recall (test_2021)
type: recall
value: 0.6643154486586494
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5941147287547678
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5756979462999651
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6198566504961354
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7835896284655965
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7612037945698397
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.8073320226668209
verified: no, name: F1 (test_2020)
type: f1
value: 0.6548100242522231
verified: no, name: Precision (test_2020)
type: precision
value: 0.6810538116591929
verified: no, name: Recall (test_2020)
type: recall
value: 0.6305137519460301
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6141867781768393
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6354522364268572
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5987967256237715
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7649595687331536
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7958496915311273
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.736377789309808
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: 513
Created: 2022-07-02 19:21:30