Model: tner/twitter-roberta-base-2019-90m-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-2019-90m-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: 0.6587179789871326
verified: no, name: Precision (test_2021)
type: precision
value: 0.6727755003617073
verified: no, name: Recall (test_2021)
type: recall
value: 0.6452358926919519
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.6107285696131857
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.6215631908472189
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6039860329938679
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7843692816244613
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.8010610079575596
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7683589684283566
verified: no, name: F1 (test_2020)
type: f1
value: 0.6475869809203142
verified: no, name: Precision (test_2020)
type: precision
value: 0.7049480757483201
verified: no, name: Recall (test_2020)
type: recall
value: 0.598858329008822
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6057800656625983
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6627892226359489
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5669673771050993
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.755331088664422
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.8222357971899816
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.6984950700570836
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: 576
Created: 2022-07-07 18:02:47