List your company
ResearchFormerly WizWand

Open-domain QA on Web Questions

48.1QA-F1UnifiedQA-3b
2.23614.14326.0537.957Jul 19, 2023
Updated 8mo ago

Evaluation results

MethodLinks
UnifiedQA-3bparameters=3B, Protocol=Transfer-learning, External Knowledge=Yes2023.0748.1
UnifiedQA-largeparameters=770M, Protocol=Transfer-learning, External Knowledge=Yes2023.0746.5
UnifiedQA-baseparameters=220M, Protocol=Transfer-learning, External Knowledge=Yes2023.0744.2
OPT-30bparameters=30B, Protocol=Zero-shot, External Knowledge=No2023.0718.3
UnifiedQA-largeparameters=770M, Protocol=Transfer-learning, External Knowledge=No2023.0712.9
UnifiedQA-3bparameters=3B, Protocol=Transfer-learning, External Knowledge=No2023.0711.5
UnifiedQA-baseparameters=220M, Protocol=Transfer-learning, External Knowledge=No2023.0710.6
T5-baseparameters=220M, Protocol=Zero-shot, External Knowledge=Yes2023.078.7
T5-largeparameters=770M, Protocol=Zero-shot, External Knowledge=Yes2023.077.4
T5-baseparameters=220M, Protocol=Zero-shot, External Knowledge=No2023.076.7
GPT-Jparameters=6B, Protocol=Zero-shot, External Knowledge=Yes2023.076.3
OPT-30bparameters=30B, Protocol=Zero-shot, External Knowledge=Yes2023.076.3
T5-largeparameters=770M, Protocol=Zero-shot, External Knowledge=No2023.075.7
T5-3bparameters=3B, Protocol=Zero-shot, External Knowledge=No2023.074.9
GPT-Jparameters=6B, Protocol=Zero-shot, External Knowledge=No2023.074.3
T5-3bparameters=3B, Protocol=Zero-shot, External Knowledge=Yes2023.074