Model: tner/bert-base-tweetner7-all
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-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: 0.6230258640421148
verified: no, name: Precision (test_2021)
type: precision
value: 0.6166742183960127
verified: no, name: Recall (test_2021)
type: recall
value: 0.6295097132284921
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5758556427048315
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5715554663683273
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.5821234872899773
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7661839619941617
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7584995466908432
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7740256736440384
verified: no, name: F1 (test_2020)
type: f1
value: 0.6210070384407147
verified: no, name: Precision (test_2020)
type: precision
value: 0.6491228070175439
verified: no, name: Recall (test_2020)
type: recall
value: 0.5952257394914374
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.577436139660066
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6119340101835135
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.549500601374034
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7298321602598808
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7628749292586304
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.6995329527763363
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: 526
Created: 2022-07-11 15:43:31