Model: tner/twitter-roberta-base-2019-90m-tweetner7-random
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/twitter-roberta-base-2019-90m-tweetner7-random
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: 0.6329255975760296
verified: no, name: Precision (test_2021)
type: precision
value: 0.6147809025506867
verified: no, name: Recall (test_2021)
type: recall
value: 0.6521739130434783
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5849737353611323
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5655720751091778
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6073811457896877
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7735817294203468
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7513625463265751
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7971550826876374
verified: no, name: F1 (test_2020)
type: f1
value: 0.6428571428571428
verified: no, name: Precision (test_2020)
type: precision
value: 0.666110183639399
verified: no, name: Recall (test_2020)
type: recall
value: 0.6211728074727556
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6067120703105228
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6269481984991956
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5890178249768797
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7620837808807734
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7896494156928213
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.736377789309808
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: 473
Created: 2022-07-11 11:20:13