Model: tner/twitter-roberta-base-dec2020-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-dec2020-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: 0.6397858647986788
verified: no, name: Precision (test_2021)
type: precision
value: 0.6303445180114465
verified: no, name: Recall (test_2021)
type: recall
value: 0.6495143385753932
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5891304279072724
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5792901831181549
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6004916851711928
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7786763868322132
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7671417349343508
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7905632011102116
verified: no, name: F1 (test_2020)
type: f1
value: 0.6307439824945295
verified: no, name: Precision (test_2020)
type: precision
value: 0.6668594563331406
verified: no, name: Recall (test_2020)
type: recall
value: 0.5983393876491956
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.5851265852701386
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6174792176025484
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5588985785349839
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7534883720930233
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.796875
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7145822522055008
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: 535
Created: 2022-07-07 10:11:09