Model: tner/roberta-large-tweetner7-continuous
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-continuous
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: 0.6602098466505246
verified: no, name: Precision (test_2021)
type: precision
value: 0.6583122556909634
verified: no, name: Recall (test_2021)
type: recall
value: 0.6621184088806661
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.6089541397781462
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.6063426866310634
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6145764579798109
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.791351974632459
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.78903196137043
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7936856713310975
verified: no, name: F1 (test_2020)
type: f1
value: 0.6626406807576174
verified: no, name: Precision (test_2020)
type: precision
value: 0.7033799533799534
verified: no, name: Recall (test_2020)
type: recall
value: 0.6263622210690192
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6239587887403221
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6646899818440488
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5921933163664825
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7644151565074135
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.8116618075801749
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7223663725998962
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: 530
Created: 2022-07-02 19:12:30