Open-domain QA on Curated TREC
41.8QA-F1UnifiedQA-3b
Evaluation Results
| Method | Links | |
|---|---|---|
| UnifiedQA-3bparameters=3B, Protocol=Transfer-learning, External Knowledge=Yes2023.07 | 41.8 | |
| UnifiedQA-baseparameters=220M, Protocol=Transfer-learning, External Knowledge=Yes2023.07 | 36.9 | |
| UnifiedQA-largeparameters=770M, Protocol=Transfer-learning, External Knowledge=Yes2023.07 | 36.6 | |
| OPT-30bparameters=30B, Protocol=Zero-shot, External Knowledge=No2023.07 | 16 | |
| UnifiedQA-3bparameters=3B, Protocol=Transfer-learning, External Knowledge=No2023.07 | 9.9 | |
| UnifiedQA-largeparameters=770M, Protocol=Transfer-learning, External Knowledge=No2023.07 | 8.2 | |
| GPT-Jparameters=6B, Protocol=Zero-shot, External Knowledge=No2023.07 | 7.4 | |
| T5-baseparameters=220M, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 3.8 | |
| UnifiedQA-baseparameters=220M, Protocol=Transfer-learning, External Knowledge=No2023.07 | 3.6 | |
| T5-largeparameters=770M, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 3 | |
| GPT-Jparameters=6B, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 2.7 | |
| T5-baseparameters=220M, Protocol=Zero-shot, External Knowledge=No2023.07 | 2.5 | |
| OPT-30bparameters=30B, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 2.4 | |
| T5-3bparameters=3B, Protocol=Zero-shot, External Knowledge=No2023.07 | 2 | |
| T5-largeparameters=770M, Protocol=Zero-shot, External Knowledge=No2023.07 | 1.9 | |
| T5-3bparameters=3B, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 1 |