KPM Forecasting on City-Scale 200 Cells Telecom Dataset
0.12RRC nRMSEChronos-2
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Chronos-2zero-shot=true2026.06 | 0.12 | 0.19 | 0.16 | 0.14 | 0.16 | 0.13 | 0.15 | 0.76 | 0.81 | 0.71 | 0.67 | 0.74 | 0.72 | 0.72 | |
| Moirai-1.1-R-basezero-shot=true2026.06 | 0.13 | 0.2 | 0.16 | 0.14 | 0.16 | 0.14 | 0.15 | 0.86 | 0.85 | 0.74 | 0.7 | 0.78 | 0.79 | 0.76 | |
| N-BEATSzero-shot=false2026.06 | 0.16 | 0.23 | 0.2 | 0.2 | 0.19 | 0.16 | 0.17 | 0.96 | 0.94 | 1 | 1.26 | 0.91 | 0.94 | 0.88 | |
| GRUzero-shot=false2026.06 | 0.18 | 0.26 | 0.23 | 0.2 | 0.22 | 0.2 | 0.2 | 1.06 | 1.09 | 1.13 | 1.25 | 1.07 | 1.1 | 1.03 | |
| MLPzero-shot=false2026.06 | 0.19 | 0.26 | 0.22 | 0.23 | 0.21 | 0.19 | 0.19 | 1.16 | 1.09 | 1.17 | 1.49 | 1.04 | 1.15 | 1.02 | |
| MOMENT-1-largezero-shot=true2026.06 | 0.24 | 0.21 | 0.18 | 0.16 | 0.18 | 0.21 | 0.18 | 1.99 | 0.95 | 0.87 | 0.85 | 0.88 | 1.46 | 1.02 |