Multiple Choice Classification on e-SNLI
89.6AccuracyUnifiedQA-3b
Evaluation Results
| Method | Links | |
|---|---|---|
| UnifiedQA-3bparameters=3B, Protocol=Transfer-learning, External Knowledge=Yes2023.07 | 89.6 | |
| UnifiedQA-largeparameters=770M, Protocol=Transfer-learning, External Knowledge=Yes2023.07 | 74.2 | |
| UnifiedQA-baseparameters=220M, Protocol=Transfer-learning, External Knowledge=Yes2023.07 | 70.2 | |
| T5-largeparameters=770M, Protocol=Zero-shot, External Knowledge=No2023.07 | 65.7 | |
| T5-largeparameters=770M, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 65.7 | |
| OPT-30bparameters=30B, Protocol=Zero-shot, External Knowledge=No2023.07 | 65.7 | |
| OPT-30bparameters=30B, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 65.7 | |
| T5-baseparameters=220M, Protocol=Zero-shot, External Knowledge=No2023.07 | 65.2 | |
| T5-baseparameters=220M, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 65.1 | |
| UnifiedQA-3bparameters=3B, Protocol=Transfer-learning, External Knowledge=No2023.07 | 62.2 | |
| T5-3bparameters=3B, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 61.5 | |
| T5-3bparameters=3B, Protocol=Zero-shot, External Knowledge=No2023.07 | 57.6 | |
| UnifiedQA-largeparameters=770M, Protocol=Transfer-learning, External Knowledge=No2023.07 | 42.8 | |
| GPT-Jparameters=6B, Protocol=Zero-shot, External Knowledge=No2023.07 | 40.8 | |
| UnifiedQA-baseparameters=220M, Protocol=Transfer-learning, External Knowledge=No2023.07 | 38.5 | |
| GPT-Jparameters=6B, Protocol=Zero-shot, External Knowledge=Yes2023.07 | 37 |