Model: tner/bert-large-tweetner7-random
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-random
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: 0.6238958623895862
verified: no, name: Precision (test_2021)
type: precision
value: 0.6271028037383177
verified: no, name: Recall (test_2021)
type: recall
value: 0.6207215541165587
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5754103658637805
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5760445653768616
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.5751041088351385
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7648665930360984
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7689340813464236
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.760841910489187
verified: no, name: F1 (test_2020)
type: f1
value: 0.6154274575327208
verified: no, name: Precision (test_2020)
type: precision
value: 0.6640625
verified: no, name: Recall (test_2020)
type: recall
value: 0.5734302023871303
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.5709159092071027
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6168953196783556
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5321784485961766
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.732943469785575
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7908653846153846
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.6829268292682927
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: 405
Created: 2022-07-11 11:22:19