Model: tner/bertweet-base-tweetner7-continuous
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/bertweet-base-tweetner7-continuous
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: 0.6584472230299506
verified: no, name: Precision (test_2021)
type: precision
value: 0.6623376623376623
verified: no, name: Recall (test_2021)
type: recall
value: 0.6546022201665125
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.6102300887168732
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.611802506987418
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6126461527097806
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7909735954402699
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7956007956007956
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7863999074823639
verified: no, name: F1 (test_2020)
type: f1
value: 0.6516111264114568
verified: no, name: Precision (test_2020)
type: precision
value: 0.6942488262910798
verified: no, name: Recall (test_2020)
type: recall
value: 0.6139076284379865
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6135259272473801
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6543224335799225
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5830306967374339
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7680440771349863
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.8185554903112156
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.723404255319149
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: 443
Created: 2022-07-09 21:20:23