Model: tner/bert-base-tweetner7-2020
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, bert, token-classification, dataset:tner/tweetner7, model-index, endpoints_compatible, region:us
Card metadata: datasets: tner/tweetner7
metrics: f1, precision, recall
model-index: name: tner/bert-base-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: 0.6008989019741707
verified: no, name: Precision (test_2021)
type: precision
value: 0.591443610706686
verified: no, name: Recall (test_2021)
type: recall
value: 0.6106614246068455
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5467450408285621
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.537717358363018
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.5582367980568581
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7560892328704758
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.744313725490196
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7682433213831387
verified: no, name: F1 (test_2020)
type: f1
value: 0.6087425796006476
verified: no, name: Precision (test_2020)
type: precision
value: 0.6340640809443507
verified: no, name: Recall (test_2020)
type: recall
value: 0.5853658536585366
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.5648877924450979
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.5930039411771633
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5426595099078766
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7242309767943875
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7543563799887577
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.6964193046185781
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 18:56:46