Model: tner/twitter-roberta-base-dec2021-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/twitter-roberta-base-dec2021-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: 0.6417969860676713
verified: no, name: Precision (test_2021)
type: precision
value: 0.6314199395770392
verified: no, name: Recall (test_2021)
type: recall
value: 0.6525208140610546
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5950190138355756
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5844336783514947
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6100191042323923
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.77377161055505
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7612174107642385
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7867468486180178
verified: no, name: F1 (test_2020)
type: f1
value: 0.6535560344827587
verified: no, name: Precision (test_2020)
type: precision
value: 0.6795518207282913
verified: no, name: Recall (test_2020)
type: recall
value: 0.6294758692267773
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6112036126522273
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6366190072656497
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5931815043549611
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7636755591484775
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7942825112107623
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7353399065905553
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: 536
Created: 2022-07-03 09:07:32