Model: tner/bert-base-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-base-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: 0.6180153025736147
verified: no, name: Precision (test_2021)
type: precision
value: 0.6195955369595537
verified: no, name: Recall (test_2021)
type: recall
value: 0.6164431082331174
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5683670244315128
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.569694944056475
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.5712308118378218
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7652789052533921
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7674148156762414
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7631548513935469
verified: no, name: F1 (test_2020)
type: f1
value: 0.6140546569994423
verified: no, name: Precision (test_2020)
type: precision
value: 0.6636528028933092
verified: no, name: Recall (test_2020)
type: recall
value: 0.5713544369486248
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.5710807917000799
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6216528993817231
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5337579395628287
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7250418293363079
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7836045810729355
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.6746237675142709
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: 480
Created: 2022-07-10 18:53:12