# Table Question Answering on WikiTableQuestions (WTQ) complete (test) Source: [Table Question Answering on WikiTableQuestions (WTQ) complete (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:29:23.473Z Evaluation of model performance on the complete test split of the WikiTableQuestions (WTQ) dataset for Table Question Answering. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Table Question Answering | | Dataset (including any stated split) | WikiTableQuestions (WTQ) complete (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 11 of 11 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Ours (NORM + Mix Self-Consistency) | 73.6 | Not recorded | 68fa71a11e209131cea52336 | | DATER | 65.9 | Not recorded | 68fa71a11e209131cea52336 | | LEVER | 65.8 | Not recorded | 68fa71a11e209131cea52336 | | BINDER | 64.6 | Not recorded | 68fa71a11e209131cea52336 | | OMNITAB | 63.3 | Not recorded | 68fa71a11e209131cea52336 | | REASTAP | 58.7 | Not recorded | 68fa71a11e209131cea52336 | | TAPAX | 57.5 | Not recorded | 68fa71a11e209131cea52336 | | BINDER | 55.5 | Not recorded | 68fa71a11e209131cea52336 | | T5-3B | 49.3 | Not recorded | 68fa71a11e209131cea52336 | | TAPAS | 48.8 | Not recorded | 68fa71a11e209131cea52336 | | STRUCTGPT | 48.4 | Not recorded | 68fa71a11e209131cea52336 | ### Ours (NORM + Mix Self-Consistency) Accuracy: 73.6. Result ID: 6991f2183a6c3148490b9f12. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"LLMs Based Methods","Backbone":"GPT-3.5","Mode":"zero-shot"}. This record does not assert independent reproduction. ### DATER Accuracy: 65.9. Result ID: 6991f2183a6c3148490b9f11. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"LLMs Based Methods","Backbone":"Codex"}. This record does not assert independent reproduction. ### LEVER Accuracy: 65.8. Result ID: 6991f2183a6c3148490b9f10. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"LLMs Based Methods","Backbone":"Codex"}. This record does not assert independent reproduction. ### BINDER Accuracy: 64.6. Result ID: 6991f2183a6c3148490b9f0f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"LLMs Based Methods","Backbone":"Codex"}. This record does not assert independent reproduction. ### OMNITAB Accuracy: 63.3. Result ID: 6991f2183a6c3148490b9f0c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Fine-tuning Based Models"}. This record does not assert independent reproduction. ### REASTAP Accuracy: 58.7. Result ID: 6991f2183a6c3148490b9f0b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Fine-tuning Based Models"}. This record does not assert independent reproduction. ### TAPAX Accuracy: 57.5. Result ID: 6991f2183a6c3148490b9f0a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Fine-tuning Based Models"}. This record does not assert independent reproduction. ### BINDER Accuracy: 55.5. Result ID: 6991f2183a6c3148490b9f0e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"LLMs Based Methods","Backbone":"GPT-3.5"}. This record does not assert independent reproduction. ### T5-3B Accuracy: 49.3. Result ID: 6991f2183a6c3148490b9f09. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Fine-tuning Based Models"}. This record does not assert independent reproduction. ### TAPAS Accuracy: 48.8. Result ID: 6991f2183a6c3148490b9f08. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Fine-tuning Based Models"}. This record does not assert independent reproduction. ### STRUCTGPT Accuracy: 48.4. Result ID: 6991f2183a6c3148490b9f0d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"LLMs Based Methods","Backbone":"GPT-3.5"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.