Model: deepset/roberta-large-squad2
Author: deepset
Pipeline: question-answering
Library: transformers
Tags: transformers, pytorch, jax, safetensors, roberta, question-answering, en, dataset:squad_v2, base_model:FacebookAI/roberta-large, base_model:finetune:FacebookAI/roberta-large, license:cc-by-4.0, model-index, endpoints_compatible, deploy:azure, region:us
Base models (finetune): id: FacebookAI/roberta-large
Card metadata: language: en
license: cc-by-4.0
datasets: squad_v2
base_model: roberta-large
model-index: name: deepset/roberta-large-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: 85.168
name: Exact Match
verified: no, type: f1
value: 88.349
name: F1
verified: no, task: type: question-answering
name: Question Answering
dataset: name: squad
type: squad
config: plain_text
split: validation
metrics: type: exact_match
value: 87.162
name: Exact Match
verified: no, type: f1
value: 93.603
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: 35.9
name: Exact Match
verified: no, type: f1
value: 48.923
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: 81.142
name: Exact Match
verified: no, type: f1
value: 87.099
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: 72.453
name: Exact Match
verified: no, type: f1
value: 86.325
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: 82.338
name: Exact Match
verified: no, type: f1
value: 91.974
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: 84.352
name: Exact Match
verified: no, type: f1
value: 92.645
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: 74.722
name: Exact Match
verified: no, type: f1
value: 86.86
name: F1
verified: no
Likes: 28 | All-time downloads: 1962331
Created: 2022-03-02 23:29:05