Time Series Forecasting on munichCarbon
0.358MSECrossformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Crossformer2025.06 | 0.358 | 0.437 | |
| DLinear2025.06 | 0.394 | 0.456 | |
| Crossformertraining_data=10%, learning_type=Few-shot2025.06 | 0.402 | 0.474 | |
| Time-Prompttraining_data=10%, learning_type=Few-shot2025.06 | 0.406 | 0.459 | |
| Time-Prompt2025.06 | 0.411 | 0.464 | |
| Time-LLM2025.06 | 0.411 | 0.465 | |
| iTransformer2025.06 | 0.412 | 0.465 | |
| DLineartraining_data=10%, learning_type=Few-shot2025.06 | 0.413 | 0.475 | |
| TimesNet2025.06 | 0.415 | 0.469 | |
| PatchTSTtraining_data=10%, learning_type=Few-shot2025.06 | 0.423 | 0.474 | |
| Time-LLMtraining_data=10%, learning_type=Few-shot2025.06 | 0.426 | 0.477 | |
| PatchTST2025.06 | 0.43 | 0.477 | |
| TimeCMA2025.06 | 0.433 | 0.486 | |
| TimeCMAtraining_data=10%, learning_type=Few-shot2025.06 | 0.434 | 0.486 | |
| iTransformertraining_data=10%, learning_type=Few-shot2025.06 | 0.443 | 0.491 | |
| TimesNettraining_data=10%, learning_type=Few-shot2025.06 | 0.445 | 0.491 | |
| Mamba2025.06 | 0.485 | 0.518 | |
| Mambatraining_data=10%, learning_type=Few-shot2025.06 | 0.513 | 0.538 | |
| Autoformertraining_data=10%, learning_type=Few-shot2025.06 | 0.605 | 0.609 | |
| Autoformer2025.06 | 0.611 | 0.599 |