Model: tner/bertweet-base-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/bertweet-base-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: 0.6308962917798349
verified: no, name: Precision (test_2021)
type: precision
value: 0.6058767167039285
verified: no, name: Recall (test_2021)
type: recall
value: 0.6580712303422757
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5735468406550763
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5503198173085064
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6012922054817469
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7788214245778822
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7538694663924668
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.8054816699433329
verified: no, name: F1 (test_2020)
type: f1
value: 0.6205787781350482
verified: no, name: Precision (test_2020)
type: precision
value: 0.6415512465373961
verified: no, name: Recall (test_2020)
type: recall
value: 0.6009340944473275
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.5723158793505982
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.5910271170769507
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5568451570610017
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7595141700404859
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7913385826771654
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7301504929942917
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: 533
Created: 2022-07-09 21:16:21