Model: tner/twitter-roberta-base-2019-90m-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-2019-90m-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: 0.6427956619039422
verified: no, name: Precision (test_2021)
type: precision
value: 0.63799977218362
verified: no, name: Recall (test_2021)
type: recall
value: 0.6476641998149861
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5931418933396797
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5885274267802955
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6003736375632336
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.778950992769425
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.773094885522269
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7848964958945299
verified: no, name: F1 (test_2020)
type: f1
value: 0.6541700624830209
verified: no, name: Precision (test_2020)
type: precision
value: 0.6864310148232611
verified: no, name: Recall (test_2020)
type: recall
value: 0.6248053969901401
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6111250287364248
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6418894762960121
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5881138886316531
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7655528389024722
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.8033067274800456
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7311883757135443
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: 487
Created: 2022-07-07 10:08:40