Table-based Fact Verification on TabFact Small official (test)
92.1Verification AccuracyHuman Performance
Evaluation Results
| Method | Links | |
|---|---|---|
| Human Performance2021.09 | 92.1 | |
| Salience-aware learning systemMethod Type=Non-logical program-driven, Configuration=w/o augmented data2021.09 | 84.4 | |
| Salience-aware learning systemMethod Type=Non-logical program-driven, Configuration=Full system2021.09 | 84.3 | |
| Salience-aware learning systemMethod Type=Non-logical program-driven, Configuration=w/o auxiliary task2021.09 | 84.1 | |
| TAPASMethod Type=Non-logical program-driven, Reference=Eisenschlos et al., 20202021.09 | 83.9 | |
| ProgVGATMethod Type=Logical program-driven2021.09 | 76.2 | |
| LogicalFactCheckerMethod Type=Logical program-driven2021.09 | 74.3 | |
| HeterTFVMethod Type=Logical program-driven2021.09 | 74.2 | |
| LPAMethod Type=Logical program-driven2021.09 | 68.6 | |
| Table-BERTMethod Type=Non-logical program-driven2021.09 | 68.1 |