Model: tner/roberta-large-tweetner7-selflabel2021
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-selflabel2021
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: 0.6460286973223365
verified: no, name: Precision (test_2021)
type: precision
value: 0.6315440689198144
verified: no, name: Recall (test_2021)
type: recall
value: 0.6611933395004626
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5944660768713126
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5801646971717881
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6174983598336771
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7857183209988137
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7680583167660703
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.8042095524459351
verified: no, name: F1 (test_2020)
type: f1
value: 0.6475365457498646
verified: no, name: Precision (test_2020)
type: precision
value: 0.6768534238822863
verified: no, name: Recall (test_2020)
type: recall
value: 0.6206538661131292
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6064934754479069
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.63365172906493
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5889063993107413
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7663146493365827
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.8012457531143827
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7343020238713025
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: 492
Created: 2022-07-02 19:12:11