Binary Classification on TABFACT small (test)
84.6AccuracyTABLEFORMER
Evaluation results
| Method | Links | |
|---|---|---|
| TABLEFORMERModel Scale=LARGE, Intermediate Pre-training=true, Perturbation=None2022.03 | 84.6 | |
| TABLEFORMERModel Scale=LARGE, Intermediate Pre-training=true, Perturbation=Yes2022.03 | 84.6 | |
| Eisenschlos et al. (2020)Perturbation=None2022.03 | 83.9 | |
| TAPASModel Scale=LARGE, Intermediate Pre-training=true, Perturbation=None2022.03 | 83.1 | |
| TAPASModel Scale=LARGE, Intermediate Pre-training=true, Perturbation=Yes2022.03 | 83 | |
| TABLEFORMERModel Scale=BASE, Intermediate Pre-training=true, Perturbation=None2022.03 | 81.7 | |
| TABLEFORMERModel Scale=BASE, Intermediate Pre-training=true, Perturbation=Yes2022.03 | 81.7 | |
| TAPASModel Scale=BASE, Intermediate Pre-training=true, Perturbation=None2022.03 | 80.5 | |
| TABLEFORMERModel Scale=LARGE, Intermediate Pre-training=false, Perturbation=None2022.03 | 80.3 | |
| TABLEFORMERModel Scale=LARGE, Intermediate Pre-training=false, Perturbation=Yes2022.03 | 80.3 | |
| TAPASModel Scale=BASE, Intermediate Pre-training=true, Perturbation=Yes2022.03 | 79.7 | |
| TABLEFORMERModel Scale=BASE, Intermediate Pre-training=false, Perturbation=None2022.03 | 77.1 | |
| TABLEFORMERModel Scale=BASE, Intermediate Pre-training=false, Perturbation=Yes2022.03 | 77.1 | |
| TAPASModel Scale=LARGE, Intermediate Pre-training=false, Perturbation=None2022.03 | 76.8 | |
| TAPASModel Scale=LARGE, Intermediate Pre-training=false, Perturbation=Yes2022.03 | 76.1 | |
| TAPASModel Scale=BASE, Intermediate Pre-training=false, Perturbation=None2022.03 | 74.4 | |
| TAPASModel Scale=BASE, Intermediate Pre-training=false, Perturbation=Yes2022.03 | 72.5 |