Model: tner/roberta-base-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/roberta-base-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: 0.6175553918513061
verified: no, name: Precision (test_2021)
type: precision
value: 0.6055117235248361
verified: no, name: Recall (test_2021)
type: recall
value: 0.6300878815911193
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5699978267978356
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5590687883112516
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.5841701622550579
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7692483045534848
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.758314606741573
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7805019081762461
verified: no, name: F1 (test_2020)
type: f1
value: 0.604995882514411
verified: no, name: Precision (test_2020)
type: precision
value: 0.6421911421911422
verified: no, name: Recall (test_2020)
type: recall
value: 0.5718733783082511
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.5612313427645093
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.5945742705318462
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5335324219465825
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7375103505382279
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7877358490566038
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.6933056564608199
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: 582
Created: 2022-07-03 10:10:43