Language Proficiency Probing Dataset
91.4Acc UBERT-large
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BERT-largeProbing Method=MLM2023.03 | 91.4 | 77.9 | 90.5 | |
| BERT-baseProbing Method=MLM2023.03 | 89.8 | 75.3 | 89.3 | |
| RoBERTa-largeProbing Method=MLM2023.03 | 89.8 | 76.5 | 91.6 | |
| RoBERTa-baseProbing Method=MLM2023.03 | 87.7 | 71.8 | 88.1 | |
| DistilBERTProbing Method=MLM2023.03 | 86.4 | 70.9 | 81.4 | |
| DistilRoBERTaProbing Method=MLM2023.03 | 80.4 | 66.4 | 75.6 | |
| SBERTProbing Method=SP2023.03 | 23.7 | 15.8 | 12.6 | |
| OpenCLIPProbing Method=SP2023.03 | 21.1 | 13.5 | 12.3 | |
| ERNIE-largeProbing Method=SP2023.03 | 20.9 | 24.1 | 28 | |
| CLIPProbing Method=SP2023.03 | 13.4 | 13.3 | 12.6 | |
| FLAVAProbing Method=SP2023.03 | 11.6 | 11.8 | 13.9 | |
| ERNIEProbing Method=SP2023.03 | 6.4 | 5.1 | 8.6 |