Model: tner/bertweet-large-tweetner7-all
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-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: 0.6646206308610401
verified: no, name: Precision (test_2021)
type: precision
value: 0.653515144741254
verified: no, name: Recall (test_2021)
type: recall
value: 0.6761100832562442
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.6187282305429461
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.6069581336386037
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6359356515638321
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7953163189905075
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7820254862508383
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.8090667283450907
verified: no, name: F1 (test_2020)
type: f1
value: 0.6675704989154012
verified: no, name: Precision (test_2020)
type: precision
value: 0.6990346394094265
verified: no, name: Recall (test_2020)
type: recall
value: 0.6388168137000519
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6307734401161805
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6616549497337102
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.6085863177550797
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7759088442756376
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.8129619101762365
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.742086144265698
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: 3831
Created: 2022-07-10 23:37:59