Long-term Time Series Forecasting on worldCarbon
0.546MSETimeCMA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimeCMA2025.06 | 0.546 | 0.518 | |
| PatchTST2025.06 | 0.615 | 0.547 | |
| Time-Prompt2025.06 | 0.617 | 0.544 | |
| Crossformer2025.06 | 0.619 | 0.539 | |
| Time-LLM2025.06 | 0.649 | 0.565 | |
| Autoformer2025.06 | 0.653 | 0.603 | |
| Mamba2025.06 | 0.687 | 0.614 | |
| iTransformer2025.06 | 0.735 | 0.616 | |
| TimesNet2025.06 | 0.751 | 0.639 | |
| DLinear2025.06 | 0.754 | 0.698 |