Model: tner/roberta-large-tweetner7-2021
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-tweetner7-2021
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: 0.6404513989878424
verified: no, name: Precision (test_2021)
type: precision
value: 0.6443872176050568
verified: no, name: Recall (test_2021)
type: recall
value: 0.6365633672525439
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5910583983096561
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5928837696021392
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.5900571634271187
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7770796974985457
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7818096687346365
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7724066150109865
verified: no, name: F1 (test_2020)
type: f1
value: 0.6335644937586686
verified: no, name: Precision (test_2020)
type: precision
value: 0.6805721096543504
verified: no, name: Recall (test_2020)
type: recall
value: 0.5926310326933056
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.5914520478690088
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6370623744887871
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5535477989961968
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7436182019977802
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7990459153249851
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.6953814218993254
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: 512
Created: 2022-07-02 18:57:38