| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time-series forecasting | SolarWind block-wise test-time missingness (test) | CMSE0.333 | 21 | |
| Channel-wise Asynchronous Forecasting | SolarWind m=0.500 Case 2 (test) | CMSE0.475 | 13 | |
| Channel-wise Asynchronous Forecasting | SolarWind m=0.375 Case 2 (test) | CMSE0.452 | 13 | |
| Channel-wise Asynchronous Forecasting | SolarWind m=0.250 Case 2 (test) | CMSE0.429 | 13 | |
| Channel-wise Asynchronous Forecasting | SolarWind m=0.125 Case 2 (test) | CMSE0.409 | 13 | |
| Multivariate Time Series Forecasting | SolarWind | CMSE0.403 | 12 | |
| channel-wise asynchronous long-term multivariate forecasting | SolarWind | CMSE0.33 | 4 |