Model: tner/bertweet-base-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/bertweet-base-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: 0.6536203522504892
verified: no, name: Precision (test_2021)
type: precision
value: 0.6327812060192703
verified: no, name: Recall (test_2021)
type: recall
value: 0.6758788159111934
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.6052211252463111
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5838227039402247
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6302754427289782
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7898680384701409
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7646421998484356
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.8168150803746964
verified: no, name: F1 (test_2020)
type: f1
value: 0.6574172892209178
verified: no, name: Precision (test_2020)
type: precision
value: 0.6765513454146074
verified: no, name: Recall (test_2020)
type: recall
value: 0.6393357550596782
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6161494551388561
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6335227896210995
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.6030680287240185
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7691486522551374
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7917582417582417
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7477944992215879
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: 521
Created: 2022-07-09 21:18:35