Model: tner/roberta-base-tweetner7-all
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-all
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: 0.6515831894070236
verified: no, name: Precision (test_2021)
type: precision
value: 0.6488190781930749
verified: no, name: Recall (test_2021)
type: recall
value: 0.6543709528214616
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.6081318073591985
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.6024892144112918
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6155807376978756
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7893373251194657
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7859435909195138
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7927604949693535
verified: no, name: F1 (test_2020)
type: f1
value: 0.6531839300355288
verified: no, name: Precision (test_2020)
type: precision
value: 0.6899538106235565
verified: no, name: Recall (test_2020)
type: recall
value: 0.6201349247535028
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6166186507300974
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6523781324413148
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5860926262979317
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7523236741388737
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7949162333911034
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7140633108458744
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: 1112
Created: 2022-07-11 22:33:41