Model: deepset/roberta-base-squad2
Author: deepset
Pipeline: question-answering
Library: transformers
Tags: transformers, pytorch, tf, jax, rust, safetensors, roberta, question-answering, en, dataset:squad_v2, base_model:FacebookAI/roberta-base, base_model:finetune:FacebookAI/roberta-base, license:cc-by-4.0, model-index, endpoints_compatible, deploy:azure, region:us
Base models (finetune): id: FacebookAI/roberta-base
Card metadata: language: en
license: cc-by-4.0
datasets: squad_v2
model-index: name: deepset/roberta-base-squad2
results: task: type: question-answering
name: Question Answering
dataset: name: squad_v2
type: squad_v2
config: squad_v2
split: validation
metrics: type: exact_match
value: 79.9309
name: Exact Match
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMDhhNjg5YzNiZGQ1YTIyYTAwZGUwOWEzZTRiYzdjM2QzYjA3ZTUxNDM1NjE1MTUyMjE1MGY1YzEzMjRjYzVjYiIsInZlcnNpb24iOjF9.EH5JJo8EEFwU7osPz3s7qanw_tigeCFhCXjSfyN0Y1nWVnSfulSxIk_DbAEI5iE80V4EKLyp5-mYFodWvL2KDA, type: f1
value: 82.9501
name: F1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjk5ZDYwOGQyNjNkMWI0OTE4YzRmOTlkY2JjNjQ0YTZkNTMzMzNkYTA0MDFmNmI3NjA3NjNlMjhiMDQ2ZjJjNSIsInZlcnNpb24iOjF9.DDm0LNTkdLbGsue58bg1aH_s67KfbcmkvL-6ZiI2s8IoxhHJMSf29H_uV2YLyevwx900t-MwTVOW3qfFnMMEAQ, type: total
value: 11869
name: total
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMGFkMmI2ODM0NmY5NGNkNmUxYWViOWYxZDNkY2EzYWFmOWI4N2VhYzY5MGEzMTVhOTU4Zjc4YWViOGNjOWJjMCIsInZlcnNpb24iOjF9.fexrU1icJK5_MiifBtZWkeUvpmFISqBLDXSQJ8E6UnrRof-7cU0s4tX_dIsauHWtUpIHMPZCf5dlMWQKXZuAAA, task: type: question-answering
name: Question Answering
dataset: name: squad
type: squad
config: plain_text
split: validation
metrics: type: exact_match
value: 85.289
name: Exact Match
verified: no, type: f1
value: 91.841
name: F1
verified: no, task: type: question-answering
name: Question Answering
dataset: name: adversarial_qa
type: adversarial_qa
config: adversarialQA
split: validation
metrics: type: exact_match
value: 29.5
name: Exact Match
verified: no, type: f1
value: 40.367
name: F1
verified: no, task: type: question-answering
name: Question Answering
dataset: name: squad_adversarial
type: squad_adversarial
config: AddOneSent
split: validation
metrics: type: exact_match
value: 78.567
name: Exact Match
verified: no, type: f1
value: 84.469
name: F1
verified: no, task: type: question-answering
name: Question Answering
dataset: name: squadshifts amazon
type: squadshifts
config: amazon
split: test
metrics: type: exact_match
value: 69.924
name: Exact Match
verified: no, type: f1
value: 83.284
name: F1
verified: no, task: type: question-answering
name: Question Answering
dataset: name: squadshifts new_wiki
type: squadshifts
config: new_wiki
split: test
metrics: type: exact_match
value: 81.204
name: Exact Match
verified: no, type: f1
value: 90.595
name: F1
verified: no, task: type: question-answering
name: Question Answering
dataset: name: squadshifts nyt
type: squadshifts
config: nyt
split: test
metrics: type: exact_match
value: 82.931
name: Exact Match
verified: no, type: f1
value: 90.756
name: F1
verified: no, task: type: question-answering
name: Question Answering
dataset: name: squadshifts reddit
type: squadshifts
config: reddit
split: test
metrics: type: exact_match
value: 71.55
name: Exact Match
verified: no, type: f1
value: 82.939
name: F1
verified: no
base_model: FacebookAI/roberta-base
Likes: 932 | All-time downloads: 86329131
Created: 2022-03-02 23:29:05