m1
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Forecasting | M1 Monthly | MASE0.926 | 46 | |
| Robot position estimation | M1 simulation map | Average RMSE (m)1.004 | 32 | |
| Next-move prediction | M1 | Acc@157.17 | 15 | |
| Time Series Forecasting | m1 yearly Chronos Benchmark II | WQL0.126 | 12 | |
| Time Series Forecasting | m1 quarterly Chronos Benchmark II | WQL0.081 | 12 | |
| Time Series Forecasting | M1 Monthly Chronos Benchmark II | WQL0.13 | 12 | |
| Time Series Forecasting | M1 Yearly | MASE0.126 | 12 | |
| Time Series Forecasting | m1 quarterly | MASE0.081 | 12 | |
| Chess move prediction | M1 first 10 plies omitted | Top-1 Accuracy57.17 | 11 | |
| Chess move prediction | M1 (test) | E[Acc]43.86 | 11 | |
| Chess Move Prediction | M1 opening excluded first 10 plies omitted (metadata-conditioned) | Expected Accuracy44.75 | 11 | |
| Forecasting Rejection | M1 Quarterly (Source holdout) | AUCO6.2 | 8 | |
| Forecasting Rejection | M1 Quarterly Domain adaptation | Spearman Correlation (ρ)0.755 | 8 | |
| Forecasting Rejection | M1 Quarterly Zero-shot transfer | Spearman Correlation (ρ)0.537 | 8 | |
| Forecasting Rejection | M1 Monthly Domain adaptation | Spearman Correlation (ρ)0.82 | 8 | |
| Forecasting Rejection | M1 Monthly Zero-shot transfer | Spearman Correlation (ρ)0.628 | 8 | |
| Time Series Forecasting | M1 Benchmark II C=21, H=4 | WQL0.14 | 8 | |
| Forecasting | M1 real data | MAPE17.33 | 6 | |
| Time Series Forecasting | M1 Yearly | MSE0.0009 | 5 | |
| Time Series Forecasting | M1 Quarterly | MSE0.0012 | 5 | |
| Time Series Forecasting | M1 Monthly | MSE0.0009 | 5 | |
| Chess Move Prediction | M1 | Expected Accuracy44.75 | 4 | |
| Time Series Forecasting | M1 quarterly | CRPS0.3538 | 4 | |
| Multivariate Time Series Forecasting | m1 quarterly | CRPS Sum0.3538 | 4 | |
| Time Series Forecasting | M1 quarterly | 0.5-Risk Accuracy0.2328 | 4 |
Showing 25 of 32 rows