TimeMMD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time series forecasting | TimeMMD Agriculture | MSE0.053 | 40 | |
| Time Series Forecasting | TimeMMD Traffic (test) | MSE0.151 | 20 | |
| Time Series Forecasting | TimeMMD Social Good (test) | MSE0.769 | 20 | |
| Time Series Forecasting | TimeMMD Security (test) | MSE70.062 | 20 | |
| Time Series Forecasting | TimeMMD Environment (test) | MSE0.265 | 20 | |
| Time Series Forecasting | TimeMMD Energy (test) | MSE0.217 | 20 | |
| Time Series Forecasting | TimeMMD Economy (test) | MSE0.016 | 20 | |
| Time Series Forecasting | TimeMMD Climate (test) | MSE0.862 | 20 | |
| Time Series Forecasting | TimeMMD Agriculture (test) | MSE0.194 | 20 | |
| Time Series Forecasting | TimeMMD Energy | MSE0.014 | 18 | |
| Time Series Forecasting | TimeMMD Social Good | MSE0.793 | 16 | |
| Multimodal Forecasting | TimeMMD Traffic | MSE0.157 | 10 | |
| Multimodal Forecasting | TimeMMD Social Good | MSE0.814 | 10 | |
| Multimodal Forecasting | TimeMMD Security | MSE70.062 | 10 | |
| Multimodal Forecasting | TimeMMD Health | MSE1.343 | 10 | |
| Multimodal Forecasting | TimeMMD Environment | MSE0.265 | 10 | |
| Multimodal Forecasting | TimeMMD Energy | MSE0.23 | 10 | |
| Multimodal Forecasting | TimeMMD Economy | MSE0.016 | 10 | |
| Multimodal Forecasting | TimeMMD Climate | MSE0.862 | 10 | |
| Multimodal Forecasting | TimeMMD Agriculture | MSE0.212 | 10 | |
| Time Series Forecasting | TimeMMD Health (test) | MSE1.343 | 10 | |
| Multimodal Time Series Forecasting | TimeMMD Agriculture domain: Retail Broiler Composite 1.0 (test) | MSE0.128 | 10 | |
| Time Series Forecasting | TimeMMD Health (AFR) | MSE0.103 | 10 | |
| Time Series Forecasting | TimeMMD Health (US) | MSE0.379 | 10 | |
| Time Series Forecasting | TimeMMD Environment | MAPE15.434 | 10 |
Showing 25 of 45 rows