Model: tner/roberta-large-tweetner7-2020-selflabel2020-all
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/roberta-large-tweetner7-2020-selflabel2020-all
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: 0.6545742216194834
verified: no, name: Precision (test_2021)
type: precision
value: 0.640070726047077
verified: no, name: Recall (test_2021)
type: recall
value: 0.669750231267345
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.6038933000880791
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5872465756589016
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6275044421067731
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7917043399638336
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7741186871477511
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.8101075517520527
verified: no, name: F1 (test_2020)
type: f1
value: 0.6623235613463626
verified: no, name: Precision (test_2020)
type: precision
value: 0.6943653955606147
verified: no, name: Recall (test_2020)
type: recall
value: 0.6331084587441619
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6225690518125756
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6499146769265831
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.6036807965123165
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7716535433070866
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.8092255125284739
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7374156720290607
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
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Created: 2022-07-02 19:16:44