Model: tner/twitter-roberta-base-2019-90m-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/twitter-roberta-base-2019-90m-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: 0.6567966159826227
verified: no, name: Precision (test_2021)
type: precision
value: 0.6494460773230839
verified: no, name: Recall (test_2021)
type: recall
value: 0.6643154486586494
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.6099755599654287
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.602661693428744
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6189811354202427
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7888869833647745
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7800135654533122
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7979646120041632
verified: no, name: F1 (test_2020)
type: f1
value: 0.6545553145336225
verified: no, name: Precision (test_2020)
type: precision
value: 0.6854060193072118
verified: no, name: Recall (test_2020)
type: recall
value: 0.6263622210690192
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6121643911579755
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6403532739362632
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5898647290448411
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7643070246813126
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.8005681818181818
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7311883757135443
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: 487
Created: 2022-07-07 10:12:18