Model: tner/bert-large-tweetner7-continuous
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, bert, token-classification, dataset:tner/tweetner7, model-index, endpoints_compatible, region:us
Card metadata: datasets: tner/tweetner7
metrics: f1, precision, recall
model-index: name: tner/bert-large-tweetner7-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: 0.6319818203564167
verified: no, name: Precision (test_2021)
type: precision
value: 0.6544463710676245
verified: no, name: Recall (test_2021)
type: recall
value: 0.6110083256244219
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5766988664971804
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.601237684920777
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.5559244768648601
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7603780356501973
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7875108412836079
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7350526194055742
verified: no, name: F1 (test_2020)
type: f1
value: 0.6247533126585846
verified: no, name: Precision (test_2020)
type: precision
value: 0.6839506172839506
verified: no, name: Recall (test_2020)
type: recall
value: 0.5749870264660093
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.578717595313749
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6410778727928796
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5301549277792547
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7245559627854524
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7932098765432098
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.6668396471198754
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: 515
Created: 2022-07-10 18:53:28