Multiple Choice Classification on CIKQA
66.9AccuracyUnifiedQA-3b
Evaluation Results
| Method | Links | |
|---|---|---|
| UnifiedQA-3bparameters=3B, Protocol=Transfer-learning, External Knowledge=Yes2023.07 | 66.9 | |
| UnifiedQA-largeparameters=770M, Protocol=Transfer-learning, External Knowledge=Yes2023.07 | 62.1 | |
| UnifiedQA-3bparameters=3B, Protocol=Transfer-learning, External Knowledge=No2023.07 | 61.3 | |
| UnifiedQA-baseparameters=220M, Protocol=Transfer-learning, External Knowledge=Yes2023.07 | 59.6 | |
| UnifiedQA-largeparameters=770M, Protocol=Transfer-learning, External Knowledge=No2023.07 | 59.6 | |
| UnifiedQA-baseparameters=220M, Protocol=Transfer-learning, External Knowledge=No2023.07 | 56 | |
| T5-3bparameters=3B, Protocol=Zero-shot, External Knowledge=No2023.07 | 52.6 | |
| T5-baseparameters=220M, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 51.8 | |
| T5-baseparameters=220M, Protocol=Zero-shot, External Knowledge=No2023.07 | 51.5 | |
| GPT-Jparameters=6B, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 50.7 | |
| T5-3bparameters=3B, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 50.5 | |
| T5-largeparameters=770M, Protocol=Zero-shot, External Knowledge=No2023.07 | 50 | |
| T5-largeparameters=770M, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 50 | |
| OPT-30bparameters=30B, Protocol=Zero-shot, External Knowledge=No2023.07 | 50 | |
| OPT-30bparameters=30B, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 50 | |
| GPT-Jparameters=6B, Protocol=Zero-shot, External Knowledge=No2023.07 | 49.8 |