Classification on 6 classification tasks few-shot
64.8AccuracyUniTS + CM
Evaluation Results
| Method | Links | |
|---|---|---|
| UniTS + CMRatio=20%, Evaluation Protocol=Fine-tuning2024.10 | 64.8 | |
| UniTSRatio=20%, Evaluation Protocol=Fine-tuning2024.10 | 63.6 | |
| UniTS + CMRatio=20%, Evaluation Protocol=Prompt-tuning2024.10 | 60 | |
| iTransformerRatio=20%, Evaluation Protocol=Fine-tuning2024.10 | 59.9 | |
| UniTSRatio=20%, Evaluation Protocol=Prompt-tuning2024.10 | 58.9 | |
| UniTS + CMRatio=5%, Evaluation Protocol=Prompt-tuning2024.10 | 54.9 | |
| UniTS + CMRatio=5%, Evaluation Protocol=Fine-tuning2024.10 | 54.8 | |
| UniTSRatio=5%, Evaluation Protocol=Fine-tuning2024.10 | 53.8 | |
| iTransformerRatio=5%, Evaluation Protocol=Fine-tuning2024.10 | 51.4 | |
| UniTSRatio=5%, Evaluation Protocol=Prompt-tuning2024.10 | 49.4 |