Multiple Choice Classification on StrategyQA
83.4AccuracyUnifiedQA-3b
Evaluation Results
| Method | Links | |
|---|---|---|
| UnifiedQA-3bparameters=3B, Protocol=Transfer-learning, External Knowledge=Yes2023.07 | 83.4 | |
| UnifiedQA-largeparameters=770M, Protocol=Transfer-learning, External Knowledge=Yes2023.07 | 66.4 | |
| UnifiedQA-3bparameters=3B, Protocol=Transfer-learning, External Knowledge=No2023.07 | 57.6 | |
| UnifiedQA-baseparameters=220M, Protocol=Transfer-learning, External Knowledge=Yes2023.07 | 57.2 | |
| GPT-Jparameters=6B, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 55.9 | |
| T5-baseparameters=220M, Protocol=Zero-shot, External Knowledge=No2023.07 | 54.1 | |
| T5-largeparameters=770M, Protocol=Zero-shot, External Knowledge=No2023.07 | 53.3 | |
| T5-largeparameters=770M, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 53.3 | |
| OPT-30bparameters=30B, Protocol=Zero-shot, External Knowledge=No2023.07 | 53.3 | |
| OPT-30bparameters=30B, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 53.3 | |
| T5-baseparameters=220M, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 50.2 | |
| T5-3bparameters=3B, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 48.9 | |
| UnifiedQA-baseparameters=220M, Protocol=Transfer-learning, External Knowledge=No2023.07 | 48.5 | |
| UnifiedQA-largeparameters=770M, Protocol=Transfer-learning, External Knowledge=No2023.07 | 48.5 | |
| GPT-Jparameters=6B, Protocol=Zero-shot, External Knowledge=No2023.07 | 47.2 | |
| T5-3bparameters=3B, Protocol=Zero-shot, External Knowledge=No2023.07 | 44.5 |