Model: tner/bertweet-base-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-base-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: 0.6555135815794207
verified: no, name: Precision (test_2021)
type: precision
value: 0.6807821646531323
verified: no, name: Recall (test_2021)
type: recall
value: 0.6320536540240518
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5958197063152341
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.6249946723205074
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.5736622995381765
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7780043175821539
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.8079461950429693
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7502023823291315
verified: no, name: F1 (test_2020)
type: f1
value: 0.6389047347404451
verified: no, name: Precision (test_2020)
type: precision
value: 0.7093096896770108
verified: no, name: Recall (test_2020)
type: recall
value: 0.5812143227815257
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.586121467459777
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6621669635440725
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5294767225396645
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7438676554478039
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.8258391386953768
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.6766995329527763
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: 445
Created: 2022-07-11 16:04:58