Model: tner/roberta-large-tweetner7-2020-selflabel2021-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-selflabel2021-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: 0.6451758087201125
verified: no, name: Precision (test_2021)
type: precision
value: 0.6282458639202366
verified: no, name: Recall (test_2021)
type: recall
value: 0.6630434782608695
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5945137835095485
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5791991181065553
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6195808065595296
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7849668054461573
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7643256272597787
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.8067537874407309
verified: no, name: F1 (test_2020)
type: f1
value: 0.6605206073752712
verified: no, name: Precision (test_2020)
type: precision
value: 0.6916524701873935
verified: no, name: Recall (test_2020)
type: recall
value: 0.6320705760249092
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6182768841282975
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.646958757311601
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.600022393469146
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.769397721106891
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.8061398521887436
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7358588479501816
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 19:17:05