Model: tner/bertweet-large-tweetner7-continuous
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-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: 0.6641431520991053
verified: no, name: Precision (test_2021)
type: precision
value: 0.6588529813381885
verified: no, name: Recall (test_2021)
type: recall
value: 0.6695189639222942
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.6165782134695219
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.6102975783874098
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6256153624327598
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7896759392027531
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.783340919435594
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7961142592806754
verified: no, name: F1 (test_2020)
type: f1
value: 0.6587912087912088
verified: no, name: Precision (test_2020)
type: precision
value: 0.6999416228838296
verified: no, name: Recall (test_2020)
type: recall
value: 0.6222106901920083
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6182374585427982
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6571485734047059
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5865594344408018
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7641561297416162
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.8123904149620105
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7213284898806435
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: 494
Created: 2022-07-10 23:42:34