Model: tner/bertweet-large-tweetner7-random
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-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: 0.6486182247987844
verified: no, name: Precision (test_2021)
type: precision
value: 0.6318675293343569
verified: no, name: Recall (test_2021)
type: recall
value: 0.6662812210915818
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.604868641257225
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.589818811310092
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6244372176840122
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7843071034560397
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7640092115363527
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.8057129640337689
verified: no, name: F1 (test_2020)
type: f1
value: 0.6602409638554216
verified: no, name: Precision (test_2020)
type: precision
value: 0.6819690265486725
verified: no, name: Recall (test_2020)
type: recall
value: 0.6398546964193046
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6271520713994495
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.652241965435762
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.6095524645700295
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7720332172515403
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7978959025470653
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: 446
Created: 2022-07-11 22:50:06