Model: tner/bertweet-base-tweetner7-2020
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/bertweet-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: 0.6405933917734322
verified: no, name: Precision (test_2021)
type: precision
value: 0.6230870135548754
verified: no, name: Recall (test_2021)
type: recall
value: 0.6591119333950046
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5944351160023098
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5741906773305591
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6180335313677364
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7790952514751335
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7577612592916484
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.8016653174511391
verified: no, name: F1 (test_2020)
type: f1
value: 0.6638023630504833
verified: no, name: Precision (test_2020)
type: precision
value: 0.6878130217028381
verified: no, name: Recall (test_2020)
type: recall
value: 0.6414115204981837
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6240651348448572
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6445261805050383
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.6088211190017436
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7773301101262422
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.8056792873051225
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7509081473793461
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: 460
Created: 2022-07-02 19:02:29