| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Mathematical Reasoning | TabMWP | Accuracy97.61 | 203 | |
| Table Question Answering | TABMWP | Accuracy94.97 | 97 | |
| Question Answering | TabMWP (held-in) | Accuracy92.6 | 21 | |
| Question Answering | TabMWP (test) | Accuracy (All)98.78 | 21 | |
| Question Answering | TabMWP | EM70.6 | 20 | |
| Question Answering | TabMWP | Accuracy54.2 | 18 | |
| Mathematical Reasoning | TabMWP | Pass@191.9 | 18 | |
| Table Mathematical Reasoning | TabMWP (test) | Accuracy99.57 | 15 | |
| Program-aided math reasoning | TabMWP | Accuracy75.3 | 8 | |
| Table-based Mathematical Reasoning | TABMWP | Accuracy88.4 | 7 | |
| Mathematical Reasoning | TABMWP | Acc90 | 6 | |
| Table structure recognition | TabMWP I (held-in) | TEDS Score81 | 3 |