Model: tner/roberta-large-tweetner7-selflabel2020
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-selflabel2020
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: 0.6455908683974932
verified: no, name: Precision (test_2021)
type: precision
value: 0.6254336513443192
verified: no, name: Recall (test_2021)
type: recall
value: 0.6670906567992599
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5962839441412403
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5727192958380657
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6267698180905158
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7846231324492194
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7600823937554206
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.8108014340233607
verified: no, name: F1 (test_2020)
type: f1
value: 0.6589874095901421
verified: no, name: Precision (test_2020)
type: precision
value: 0.6810631229235881
verified: no, name: Recall (test_2020)
type: recall
value: 0.6382978723404256
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6185133813760935
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6351153721439261
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.6085669577041991
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7670865719646207
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7932372505543237
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7426050856253243
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: 500
Created: 2022-07-02 19:11:21