Model: tner/twitter-roberta-base-dec2021-tweetner7-all
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-dec2021-tweetner7-all
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: 0.6447001005249637
verified: no, name: Precision (test_2021)
type: precision
value: 0.6234607906675308
verified: no, name: Recall (test_2021)
type: recall
value: 0.6674375578168362
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5982200308213212
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.576608821080324
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.622268182336741
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7793353811784417
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7536184921149276
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.8068694344859488
verified: no, name: F1 (test_2020)
type: f1
value: 0.6582010582010582
verified: no, name: Precision (test_2020)
type: precision
value: 0.671343766864544
verified: no, name: Recall (test_2020)
type: recall
value: 0.6455630513751947
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.619090119256277
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6309214005692869
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.6088158080350003
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7647525800476317
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7802375809935205
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7498702646600934
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: 871
Created: 2022-07-03 09:24:32