WikiTableQuestions
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Table Question Answering | WikiTableQuestions (test) | Accuracy76.6 | 86 | |
| Excel Formula Generation | WikiTableQuestions (WikiTQ) 639 problems solvable in Excel (test) | Execution Match (EM)84.19 | 51 | |
| Table-based Question Answering | WikiTableQuestions (dev) | Accuracy64.8 | 25 | |
| Table Question Answering | WikiTableQuestions OOD | Accuracy83.34 | 18 | |
| Table Question Answering | WikiTableQuestions (WTQ) T (original tables) (sampled subset) | Accuracy73.65 | 18 | |
| Semantic Parsing | WIKITABLEQUESTIONS (test) | Execution Accuracy (Best)52.3 | 17 | |
| Semantic Parsing | WIKITABLEQUESTIONS (dev) | Execution Accuracy (Best)53 | 16 | |
| Table-based Question Answering | WikiTableQuestions 17 (test) | Accuracy80.8 | 12 | |
| Table Question Answering | WikiTableQuestions (WTQ) complete (test) | Accuracy73.6 | 11 | |
| Table Question Answering | WikiTableQuestions (WTQ) (test) | Accuracy46.59 | 5 | |
| Table Question Answering | WikiTableQuestions | Accuracy76.2 | 5 | |
| Document-oriented Visual Question Answering | WikiTableQuestions (WTQ) (test) | Accuracy25.3 | 2 |
Showing 12 of 12 rows