Model: tner/twitter-roberta-base-dec2021-tweetner7-2021
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-tweetner7-2021
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: 0.6346897022050466
verified: no, name: Precision (test_2021)
type: precision
value: 0.6240500670540903
verified: no, name: Recall (test_2021)
type: recall
value: 0.6456984273820536
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.586830362928695
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5777962671668668
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.5983908809408913
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.77487922705314
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7618462226195798
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7883659072510697
verified: no, name: F1 (test_2020)
type: f1
value: 0.6225596529284164
verified: no, name: Precision (test_2020)
type: precision
value: 0.6519023282226007
verified: no, name: Recall (test_2020)
type: recall
value: 0.5957446808510638
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.578847416026638
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6085991227224318
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5537596756202443
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7413232104121477
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7762634866553095
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7093928386092372
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: 588
Created: 2022-07-03 09:22:26