M3
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Forecasting | M3 Quarterly | MASE0.07 | 42 | |
| Time Series Forecasting | M3 Monthly | MASE0.089 | 42 | |
| Time Series Forecasting | M3 (test) | SMAPE12.56 | 28 | |
| Short-term time series forecasting | M3 Quarterly | SMAPE9.06 | 18 | |
| Time Series Forecasting | M3 yearly Chronos Benchmark II | WQL0.124 | 12 | |
| Time Series Forecasting | m3 Chronos Benchmark II (quarterly) | WQL0.07 | 12 | |
| Time Series Forecasting | m3 monthly Chronos Benchmark II | WQL0.089 | 12 | |
| Time Series Forecasting | M3 Yearly | MASE0.124 | 12 | |
| Time Series Forecasting | M3 | sMAPE12.44 | 12 | |
| Time-series Forecasting | M3 Zero-shot | Yearly sMAPE13.74 | 10 | |
| Time Series Forecasting | M3 Others | sMAPE4.81 | 10 | |
| Time Series Forecasting | M3 Monthly | sMAPE13.68 | 10 | |
| Time Series Forecasting | M3 -> M4 (test) | sMAPE13.024 | 9 | |
| Time Series Forecasting | M3 (quarterly) | sMAPE7.16 | 7 | |
| Univariate Time Series Forecasting | M3 M-competition | sCRPS0.034 | 5 | |
| Univariate Time Series Forecasting | M3 Monthly M-competition | sCRPS0.093 | 5 |
Showing 16 of 16 rows