Binary Classification on TABFACT simple (test)
93.3AccuracyTABLEFORMER
Evaluation results
| Method | Links | |
|---|---|---|
| TABLEFORMERModel Scale=LARGE, Intermediate Pre-training=true, Perturbation=None2022.03 | 93.3 | |
| TABLEFORMERModel Scale=LARGE, Intermediate Pre-training=true, Perturbation=Yes2022.03 | 93.3 | |
| Eisenschlos et al. (2020)Perturbation=None2022.03 | 92.3 | |
| TAPASModel Scale=LARGE, Intermediate Pre-training=true, Perturbation=None2022.03 | 92 | |
| TAPASModel Scale=LARGE, Intermediate Pre-training=true, Perturbation=Yes2022.03 | 91.7 | |
| TABLEFORMERModel Scale=BASE, Intermediate Pre-training=true, Perturbation=None2022.03 | 91.6 | |
| TABLEFORMERModel Scale=BASE, Intermediate Pre-training=true, Perturbation=Yes2022.03 | 91.6 | |
| TABLEFORMERModel Scale=LARGE, Intermediate Pre-training=false, Perturbation=None2022.03 | 90.2 | |
| TABLEFORMERModel Scale=LARGE, Intermediate Pre-training=false, Perturbation=Yes2022.03 | 90.2 | |
| TAPASModel Scale=BASE, Intermediate Pre-training=true, Perturbation=None2022.03 | 90.1 | |
| TAPASModel Scale=BASE, Intermediate Pre-training=true, Perturbation=Yes2022.03 | 89.5 | |
| TABLEFORMERModel Scale=BASE, Intermediate Pre-training=false, Perturbation=None2022.03 | 88.2 | |
| TABLEFORMERModel Scale=BASE, Intermediate Pre-training=false, Perturbation=Yes2022.03 | 88.2 | |
| TAPASModel Scale=LARGE, Intermediate Pre-training=false, Perturbation=None2022.03 | 86.6 | |
| TAPASModel Scale=LARGE, Intermediate Pre-training=false, Perturbation=Yes2022.03 | 86 | |
| TAPASModel Scale=BASE, Intermediate Pre-training=false, Perturbation=None2022.03 | 84.8 | |
| TAPASModel Scale=BASE, Intermediate Pre-training=false, Perturbation=Yes2022.03 | 83.4 |