Model: tner/bert-large-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-large-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: 0.6358014184397163
verified: no, name: Precision (test_2021)
type: precision
value: 0.6241506071070514
verified: no, name: Recall (test_2021)
type: recall
value: 0.647895467160037
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5900128438830615
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5789290375636192
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6041427086183797
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7721468702116793
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7580788945843548
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7867468486180178
verified: no, name: F1 (test_2020)
type: f1
value: 0.6248982912937348
verified: no, name: Precision (test_2020)
type: precision
value: 0.6545454545454545
verified: no, name: Recall (test_2020)
type: recall
value: 0.5978204462895693
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.5862888361879851
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.616927771523058
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5608699203922957
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7357569180683668
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.770892552586697
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7036844836533471
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: 438
Created: 2022-07-12 09:28:41