ZafNoo
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Long-term Time Series Forecasting | ZAFNOO | MSE0.41 | 48 | |
| Model Selection | ZafNoo | Weighted Kendall's Tau0.786 | 32 | |
| Multivariate Time Series Forecasting | ZafNoo Missing-value MTS | MSE0.5125 | 15 | |
| Multivariate Time Series Forecasting | ZafNoo | MSE0.4532 | 15 | |
| Multivariate Time Series Forecasting | ZafNoo 20% Missing-value MTS | MAE0.4525 | 15 | |
| Multivariate Time Series Forecasting | ZafNoo Heterogeneous-frequency MTS | MAE0.4218 | 15 | |
| Multivariate Time Series Forecasting | ZafNoo Regular MTS | MAE0.4101 | 15 | |
| Multivariate Time Series Forecasting | ZafNoo horizon 720 | MSE0.561 | 12 | |
| Multivariate Time Series Forecasting | ZafNoo horizon 336 | MSE0.523 | 12 | |
| Multivariate Time Series Forecasting | ZafNoo horizon 192 | MSE0.484 | 12 | |
| Multivariate Time Series Forecasting | ZafNoo horizon 96 | MSE0.42 | 12 | |
| Multivariate Time Series Forecasting | ZafNoo 5% few-shot | MSE0.497 | 12 | |
| Time Series Forecasting | ZafNoo Out-of-domain | MSE0.543 | 7 | |
| Time Series Forecasting | ZafNoo | MSE0.564 | 3 |
Showing 14 of 14 rows