Knowledge Probing on LAMA-UHN
8.9P@1 (Google-RE)BERT-PELT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BERT-PELTBackbone=BERT2022.02 | 8.9 | 34.5 | |
| BERT2022.02 | 8.8 | 26.8 | |
| ERNIE2022.02 | 5.9 | 19.4 | |
| BERT2019.11 | 4.7 | 21.8 | |
| KEPLER-W+W2019.11 | 4.1 | 17.1 | |
| KEPLER-Wiki2019.11 | 3.3 | 16.5 | |
| Our RoBERTa2019.11 | 2.8 | 15.7 | |
| PELTBackbone=RoBERTa2022.02 | 2.8 | 19.3 | |
| KEPLER2022.02 | 2.5 | 15.4 | |
| RoBERTa2019.11 | 2.2 | 17 | |
| RoBERTa2022.02 | 2.2 | 17 | |
| BART-PELTBackbone=BART2022.02 | 2.1 | 14.9 | |
| LUKE2022.02 | 2 | 25.3 | |
| BART2022.02 | 1.3 | 12 |