Time-series Forecasting on 11 Benchmark Sections Aggregate (Avg)
1.27KLavgCAST
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CAST2026.05 | 1.27 | 1.91 | 1.59 | 1 | 1 | |
| Comp. ETS2026.05 | 5.27 | 3.91 | 4.59 | 2 | 1 | |
| N-HiTS2026.05 | 5.27 | 5.55 | 5.41 | 1 | 3 | |
| Persistence2026.05 | 5.64 | 3.73 | 4.68 | 2 | 1 | |
| Informer2026.05 | 6.45 | 7.18 | 6.82 | 4 | 3 | |
| ilr-VAR2026.05 | 7.45 | 8.64 | 8.05 | 1 | 2 | |
| GRU2026.05 | 8.55 | 8.27 | 8.41 | 3 | 3 | |
| TCN2026.05 | 8.64 | 11.27 | 9.95 | 3 | 7 | |
| iTransformer2026.05 | 8.73 | 9.73 | 9.23 | 5 | 7 | |
| Transformer2026.05 | 9 | 6.64 | 7.82 | 3 | 2 | |
| TimeMixer2026.05 | 9 | 11.36 | 10.18 | 3 | 5 | |
| TiDE2026.05 | 10.82 | 10.18 | 10.5 | 8 | 7 | |
| Analog succ.2026.05 | 12 | 11.18 | 11.59 | 5 | 4 | |
| LSTM2026.05 | 12.27 | 9.45 | 10.86 | 7 | 2 | |
| Autoformer2026.05 | 12.55 | 13.64 | 13.09 | 6 | 6 | |
| DLinear2026.05 | 13.09 | 13.36 | 13.23 | 6 | 11 |