Model: tner/twitter-roberta-base-dec2020-tweetner7-all
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-dec2020-tweetner7-all
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: 0.6526255707762557
verified: no, name: Precision (test_2021)
type: precision
value: 0.6443868349864743
verified: no, name: Recall (test_2021)
type: recall
value: 0.6610777058279371
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.6069741859166096
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5990170780704488
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6172166732079049
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7868028997088875
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7768259693417493
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7970394356424193
verified: no, name: F1 (test_2020)
type: f1
value: 0.6544474393530997
verified: no, name: Precision (test_2020)
type: precision
value: 0.680874929893438
verified: no, name: Recall (test_2020)
type: recall
value: 0.6299948105864037
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6138692748869267
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.639860659918586
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5920548821120473
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7586950660555406
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7895622895622896
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7301504929942917
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: 517
Created: 2022-07-07 10:12:58