Model: tner/twitter-roberta-base-dec2021-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/twitter-roberta-base-dec2021-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: 0.6511305152373794
verified: no, name: Precision (test_2021)
type: precision
value: 0.6512434933487565
verified: no, name: Recall (test_2021)
type: recall
value: 0.6510175763182239
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.6001624572691789
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5998564738871041
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6026065175267361
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7810548230395559
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7811451706188548
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7809644963571181
verified: no, name: F1 (test_2020)
type: f1
value: 0.6491659830462128
verified: no, name: Precision (test_2020)
type: precision
value: 0.6861271676300578
verified: no, name: Recall (test_2020)
type: recall
value: 0.6159833938764919
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6069402050119113
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6442441821706234
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5785382402328414
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7582056892778994
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.8016194331983806
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7192527244421381
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: 1506
Created: 2022-07-03 09:26:30