| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Prescience | TimeMQA | Accuracy66.66 | 11 | |
| Time Series Reasoning | TimeMQA | Accuracy50 | 11 | |
| Time Series Recognition | TimeMQA | Accuracy69.65 | 11 | |
| Time Series Comprehension | TimeMQA | Accuracy0.5603 | 11 | |
| Time Series Question Answering | TimeMQA | Understanding Score59.33 | 10 | |
| Classification | TimeMQA | Accuracy60 | 6 | |
| Anomaly Detection | TimeMQA | Accuracy74 | 6 | |
| Forecasting | TimeMQA | MSE1.08 | 5 |