Model: tner/roberta-large-tweetner7-2020
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/roberta-large-tweetner7-2020
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: 0.6476455837280579
verified: no, name: Precision (test_2021)
type: precision
value: 0.6250403355921265
verified: no, name: Recall (test_2021)
type: recall
value: 0.6719472710453284
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5999877200423757
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5763142106730764
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6296258649141258
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7836361609631033
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7563206024744487
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.8129987278825026
verified: no, name: F1 (test_2020)
type: f1
value: 0.6566924926529523
verified: no, name: Precision (test_2020)
type: precision
value: 0.676762114537445
verified: no, name: Recall (test_2020)
type: recall
value: 0.6377789309807992
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6188295807291019
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6364060811133587
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.6056612695801465
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7610903260288615
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7845730027548209
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7389724961079398
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: 1 | All-time downloads: 556
Created: 2022-07-02 19:11:45