Model: tner/bertweet-large-tweetner7-2021
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-tweetner7-2021
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: 0.6289961994187345
verified: no, name: Precision (test_2021)
type: precision
value: 0.6087191691908265
verified: no, name: Recall (test_2021)
type: recall
value: 0.6506706753006476
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5812541319576294
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5735814298740157
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.5939651947848222
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7649656251746688
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7402639549978365
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7913727304267376
verified: no, name: F1 (test_2020)
type: f1
value: 0.6161290322580646
verified: no, name: Precision (test_2020)
type: precision
value: 0.6391522587841606
verified: no, name: Recall (test_2020)
type: recall
value: 0.5947067981318112
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.5683990688463066
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6097755448151788
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5400218465464566
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7446236559139785
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7724484104852203
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7187337830825117
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: 2022-07-10 23:34:08