Model: tner/bert-base-tweetner7-2021
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, bert, token-classification, dataset:tner/tweetner7, model-index, endpoints_compatible, region:us
Card metadata: datasets: tner/tweetner7
metrics: f1, precision, recall
model-index: name: tner/bert-base-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: 0.6067163296677308
verified: no, name: Precision (test_2021)
type: precision
value: 0.6207355431889668
verified: no, name: Recall (test_2021)
type: recall
value: 0.5933163737280296
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5550005793330179
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5693376167794506
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.541740961323845
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7572011592831372
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7749394673123486
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7402567364403839
verified: no, name: F1 (test_2020)
type: f1
value: 0.5844643372798152
verified: no, name: Precision (test_2020)
type: precision
value: 0.6588541666666666
verified: no, name: Recall (test_2020)
type: recall
value: 0.5251686559418786
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.5421676095032785
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6164636587810847
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.4850420088484678
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7086341322552699
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.798828125
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.6367410482615464
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: 1780
Created: 2022-07-11 15:41:12