Open-domain QA on Web Questions
48.1QA-F1UnifiedQA-3b
Evaluation Results
| Method | Links | |
|---|---|---|
| UnifiedQA-3bparameters=3B, Protocol=Transfer-learning, External Knowledge=Yes2023.07 | 48.1 | |
| UnifiedQA-largeparameters=770M, Protocol=Transfer-learning, External Knowledge=Yes2023.07 | 46.5 | |
| UnifiedQA-baseparameters=220M, Protocol=Transfer-learning, External Knowledge=Yes2023.07 | 44.2 | |
| OPT-30bparameters=30B, Protocol=Zero-shot, External Knowledge=No2023.07 | 18.3 | |
| UnifiedQA-largeparameters=770M, Protocol=Transfer-learning, External Knowledge=No2023.07 | 12.9 | |
| UnifiedQA-3bparameters=3B, Protocol=Transfer-learning, External Knowledge=No2023.07 | 11.5 | |
| UnifiedQA-baseparameters=220M, Protocol=Transfer-learning, External Knowledge=No2023.07 | 10.6 | |
| T5-baseparameters=220M, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 8.7 | |
| T5-largeparameters=770M, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 7.4 | |
| T5-baseparameters=220M, Protocol=Zero-shot, External Knowledge=No2023.07 | 6.7 | |
| GPT-Jparameters=6B, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 6.3 | |
| OPT-30bparameters=30B, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 6.3 | |
| T5-largeparameters=770M, Protocol=Zero-shot, External Knowledge=No2023.07 | 5.7 | |
| T5-3bparameters=3B, Protocol=Zero-shot, External Knowledge=No2023.07 | 4.9 | |
| GPT-Jparameters=6B, Protocol=Zero-shot, External Knowledge=No2023.07 | 4.3 | |
| T5-3bparameters=3B, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 4 |