Time Series Forecasting on NDBC Wave-Height
0.3023MAEChronos
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Chronos2026.05 | 0.3023 | 0.4142 | 0.2424 | -37.54 | 58.8 | |
| NeuralMJD2026.05 | 0.3038 | 0.4207 | 0.2414 | -2.06 | 54.4 | |
| Deep ZakaiJ2026.05 | 0.3069 | 0.4084 | 0.2175 | -0.38 | 85.3 | |
| Deep ZakaiJ2026.05 | 0.3069 | 0.4084 | 0.2175 | -0.38 | 85.3 | |
| S42026.05 | 0.3197 | 0.4184 | — | — | — | |
| GRU-ODE2026.05 | 0.3291 | 0.4308 | 0.2457 | -0.61 | 87.3 | |
| DLinear2026.05 | 0.3316 | 0.4401 | — | — | — | |
| LSTM2026.05 | 0.3387 | 0.4483 | — | — | — | |
| NJ-ODE2026.05 | 0.3398 | 0.441 | — | — | — | |
| LatentSDE2026.05 | 0.3526 | 0.4628 | 0.2844 | -4.53 | 54 | |
| Moirai-MoE2026.05 | 0.3545 | 0.4903 | 0.2895 | -3.27 | 47.7 | |
| TimesFM2026.05 | 0.3571 | 0.4928 | 0.2911 | -3.14 | 47.5 | |
| Lag-Llama2026.05 | 0.3579 | 0.4937 | 0.2919 | -3.2 | 47.8 | |
| NCDSSM2026.05 | 0.3663 | 0.4858 | 0.2793 | -1.38 | 71.1 | |
| DeepAR2026.05 | 0.3909 | 0.5057 | 0.3285 | -7.25 | 37.4 | |
| iTransformer2026.05 | 0.4092 | 0.5339 | — | — | — | |
| PatchTST2026.05 | 0.4096 | 0.5621 | — | — | — | |
| LatentODE2026.05 | 0.5111 | 0.6147 | 0.3662 | -1.37 | 70.8 |