Table-based Fact Verification on TabFact complex official (test)
76.7Verification AccuracySalience-aware learning system
Evaluation Results
| Method | Links | |
|---|---|---|
| Salience-aware learning systemMethod Type=Non-logical program-driven, Configuration=Full system2021.09 | 76.7 | |
| Salience-aware learning systemMethod Type=Non-logical program-driven, Configuration=w/o augmented data2021.09 | 76.6 | |
| Salience-aware learning systemMethod Type=Non-logical program-driven, Configuration=w/o auxiliary task2021.09 | 76.3 | |
| TAPASMethod Type=Non-logical program-driven, Reference=Eisenschlos et al., 20202021.09 | 75.6 | |
| TAPASMethod Type=Non-logical program-driven, Reference=Dong and Smith, 20212021.09 | 69.8 | |
| ProgVGATMethod Type=Logical program-driven2021.09 | 67.6 | |
| HeterTFVMethod Type=Logical program-driven2021.09 | 65.7 | |
| LogicalFactCheckerMethod Type=Logical program-driven2021.09 | 65.1 | |
| LPAMethod Type=Logical program-driven2021.09 | 58.5 | |
| Table-BERTMethod Type=Non-logical program-driven2021.09 | 58.2 |