Model: tner/roberta-large-tweetner7-random
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-random
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: 0.6632769652650823
verified: no, name: Precision (test_2021)
type: precision
value: 0.6554878048780488
verified: no, name: Recall (test_2021)
type: recall
value: 0.6712534690101758
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.6096477771855761
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.6042443991246051
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6191008735553379
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7900359938296291
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.780713640469738
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7995836706372152
verified: no, name: F1 (test_2020)
type: f1
value: 0.6439847577572129
verified: no, name: Precision (test_2020)
type: precision
value: 0.6771608471665712
verified: no, name: Recall (test_2020)
type: recall
value: 0.6139076284379865
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6008744778169367
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6358142893696356
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5742193301311931
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7552409474543968
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7943871706758304
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7197716658017644
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: 487
Created: 2022-07-11 11:23:27