Binary Classification on TABFACT complex (test)
75.9AccuracyTABLEFORMER
Evaluation results
| Method | Links | |
|---|---|---|
| TABLEFORMERModel Scale=LARGE, Intermediate Pre-training=true, Perturbation=None2022.03 | 75.9 | |
| TABLEFORMERModel Scale=LARGE, Intermediate Pre-training=true, Perturbation=Yes2022.03 | 75.9 | |
| Eisenschlos et al. (2020)Perturbation=None2022.03 | 75.6 | |
| TAPASModel Scale=LARGE, Intermediate Pre-training=true, Perturbation=None2022.03 | 74.9 | |
| TABLEFORMERModel Scale=BASE, Intermediate Pre-training=true, Perturbation=None2022.03 | 73.1 | |
| TABLEFORMERModel Scale=BASE, Intermediate Pre-training=true, Perturbation=Yes2022.03 | 73.1 | |
| TAPASModel Scale=LARGE, Intermediate Pre-training=true, Perturbation=Yes2022.03 | 73 | |
| TAPASModel Scale=BASE, Intermediate Pre-training=true, Perturbation=None2022.03 | 71.9 | |
| TABLEFORMERModel Scale=LARGE, Intermediate Pre-training=false, Perturbation=None2022.03 | 70.5 | |
| TABLEFORMERModel Scale=LARGE, Intermediate Pre-training=false, Perturbation=Yes2022.03 | 70.5 | |
| TAPASModel Scale=BASE, Intermediate Pre-training=true, Perturbation=Yes2022.03 | 70.5 | |
| TAPASModel Scale=LARGE, Intermediate Pre-training=false, Perturbation=None2022.03 | 68.6 | |
| TABLEFORMERModel Scale=BASE, Intermediate Pre-training=false, Perturbation=None2022.03 | 68.5 | |
| TABLEFORMERModel Scale=BASE, Intermediate Pre-training=false, Perturbation=Yes2022.03 | 68.5 | |
| TAPASModel Scale=LARGE, Intermediate Pre-training=false, Perturbation=Yes2022.03 | 67.7 | |
| TAPASModel Scale=BASE, Intermediate Pre-training=false, Perturbation=None2022.03 | 66.2 | |
| TAPASModel Scale=BASE, Intermediate Pre-training=false, Perturbation=Yes2022.03 | 65.2 |