Model: philschmid/distilroberta-base-ner-wikiann
Author: philschmid
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, roberta, token-classification, dataset:wikiann, license:apache-2.0, model-index, endpoints_compatible, region:us
Card metadata: license: apache-2.0
tags: token-classification
datasets: wikiann
metrics: precision, recall, f1, accuracy
model-index: name: distilroberta-base-ner-wikiann
results: task: type: token-classification
name: Token Classification
dataset: name: wikiann
type: wikiann
metrics: type: precision
value: 0.8331921416757433
name: Precision
verified: no, type: recall
value: 0.84243586083126
name: Recall
verified: no, type: f1
value: 0.8377885044416501
name: F1
verified: no, type: accuracy
value: 0.91930707459758
name: Accuracy
verified: no, task: type: token-classification
name: Token Classification
dataset: name: wikiann
type: wikiann
config: en
split: test
metrics: type: accuracy
value: 0.9200373733433721
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNGFmMTNkZDYwMDllNjE5ZTVjYzYwYTQyMDFjYzNkYTkxZmVmOTNkOTFlOTU4MmM2MmFlMWQzMTcwZGViOTA3ZCIsInZlcnNpb24iOjF9.pOwPcBmA7XJdq9QgCNoCivTsu0WfsCnvRtzObDrqhFtrO2PjLNf9tmlQeahGcBGFo6yIHvhndBYwf__lN-4nBg, type: precision
value: 0.9258482820953792
name: Precision
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzFhNGJlMzk0N2JmYmU3YjAxZjJjNGFjZjZjOTJhODc3MjQyODMzYzE2Y2Y4NWQ4YThhMjg3NWI1MGRmODczMiIsInZlcnNpb24iOjF9.eVTQJqXeGY0XZaGURXBrT8sjMl7O_SxuFB4NS7C6jbpr46MMZdusvzkmndOIrGjReB2vB3sAmpcT0hydpqRkDg, type: recall
value: 0.9347545055892119
name: Recall
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiN2Y5ZGIzM2JlOWNjZGUzOWU5MGIwOTFiODM4NmU3NGQ3ZmUxYzM4ZmYxNjIwOTE0ZWFiYWJhMzk4NDg4ZjI3MSIsInZlcnNpb24iOjF9.tzl3gTEDFuj7kpGsERkQzXfh7B0Qwao31VcXKF1rSvf3ulVgXsU-vTB2oZiGr3w5AySr_80J0pIpSpvGzfhNAQ, type: f1
value: 0.9302800779500893
name: F1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjY5MDM2ZWQ1MzJmNDFhMGFmZmQ1MzM0NmJmOTVmYTM1OWZmNzc4YWI4ZWUwMTFlMTQ5MTJmYWRhNmVmZTUyZCIsInZlcnNpb24iOjF9.zMUq4ZGLfu0eQF7lHNkaf6LByypIevygVGLpBA3jW80OUy5VeZDK7d6q0RV_N4SO5gTkLEjoDvSqLDcaw-9VBw, type: loss
value: 0.3007512390613556
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzI5YmIxODFkN2NkYzJkZDgyZTc4MDhlMDkyMzM3NWFiZWQ1MmUzMDA1MGYyM2RlNzVlNTIwNDcwNTFmNjYwMSIsInZlcnNpb24iOjF9.D8vx5YhoNHY4CdRXEt3rL95odR2kZJ1e_c34HD28xX9YeWKIjjt4E0FSz6Xw4ufJd9UlCnQ_u4VPFTYI-RXlCQ
Likes: 0 | All-time downloads: 5212
Created: 2022-03-02 23:29:05