Forecasting on 9 forecasting tasks few-shot
0.425MSEUniTS + CM
Evaluation Results
| Method | Links | |
|---|---|---|
| UniTS + CMRatio=20%, Evaluation Protocol=Fine-tuning2024.10 | 0.425 | |
| UniTS + CMRatio=20%, Evaluation Protocol=Prompt-tuning2024.10 | 0.453 | |
| UniTSRatio=20%, Evaluation Protocol=Fine-tuning2024.10 | 0.486 | |
| UniTS + CMRatio=5%, Evaluation Protocol=Fine-tuning2024.10 | 0.489 | |
| UniTSRatio=5%, Evaluation Protocol=Fine-tuning2024.10 | 0.505 | |
| iTransformerRatio=20%, Evaluation Protocol=Fine-tuning2024.10 | 0.51 | |
| UniTSRatio=20%, Evaluation Protocol=Prompt-tuning2024.10 | 0.525 | |
| UniTS + CMRatio=5%, Evaluation Protocol=Prompt-tuning2024.10 | 0.546 | |
| UniTSRatio=5%, Evaluation Protocol=Prompt-tuning2024.10 | 0.549 | |
| iTransformerRatio=5%, Evaluation Protocol=Fine-tuning2024.10 | 0.598 |