Time Series Forecasting on worldCarbon
0.705MSETime-Prompt
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Time-Prompttraining_data=10%, learning_type=Few-shot2025.06 | 0.705 | 0.601 | |
| TimeCMAtraining_data=10%, learning_type=Few-shot2025.06 | 0.72 | 0.607 | |
| PatchTSTtraining_data=10%, learning_type=Few-shot2025.06 | 0.725 | 0.609 | |
| Autoformertraining_data=10%, learning_type=Few-shot2025.06 | 0.781 | 0.659 | |
| Time-LLMtraining_data=10%, learning_type=Few-shot2025.06 | 0.802 | 0.669 | |
| DLineartraining_data=10%, learning_type=Few-shot2025.06 | 0.845 | 0.699 | |
| iTransformertraining_data=10%, learning_type=Few-shot2025.06 | 0.937 | 0.727 | |
| Mambatraining_data=10%, learning_type=Few-shot2025.06 | 0.95 | 0.733 | |
| TimesNettraining_data=10%, learning_type=Few-shot2025.06 | 0.959 | 0.74 | |
| Crossformertraining_data=10%, learning_type=Few-shot2025.06 | 0.966 | 0.782 |