Model: tner/twitter-roberta-base-dec2020-tweetner7-2020
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/twitter-roberta-base-dec2020-tweetner7-2020
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: 0.6286510590858417
verified: no, name: Precision (test_2021)
type: precision
value: 0.6068661213947482
verified: no, name: Recall (test_2021)
type: recall
value: 0.6520582793709528
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5826193263874178
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5604713618790561
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6077023445382103
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7649255811360722
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7383770985794231
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7934543772406615
verified: no, name: F1 (test_2020)
type: f1
value: 0.6439333862014274
verified: no, name: Precision (test_2020)
type: precision
value: 0.65625
verified: no, name: Recall (test_2020)
type: recall
value: 0.6320705760249092
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6031387609223192
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6135739317575558
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5938222468969824
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7565424266455195
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7710129310344828
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7426050856253243
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: 425
Created: 2022-07-07 10:08:40