Time Series Classification on Weather (test)
69.6F1 ScoreTimeXL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimeXL2025.03 | 69.6 | 80.8 | |
| TimeCAP2025.03 | 66.8 | 74.2 | |
| TimeCMA2025.03 | 63.6 | 73.1 | |
| FreTS2025.03 | 62.3 | 68.8 | |
| MM-PatchTST2025.03 | 62.1 | 71.8 | |
| Time-LLM2025.03 | 61.3 | 69.9 | |
| MM-iTransformer2025.03 | 60.8 | 68.9 | |
| PatchTST2025.03 | 59.2 | 67.5 | |
| LLMTimezero-shot=true2025.03 | 58.7 | 65.7 | |
| TimeMixer2025.03 | 57.7 | 65.8 | |
| FSCA2025.03 | 56.3 | 64.7 | |
| Autoformer2025.03 | 54.6 | 59 | |
| iTransformer2025.03 | 54.1 | 65 | |
| DLinear2025.03 | 54 | 66 | |
| OFA2025.03 | 50.1 | 60.6 | |
| Crossformer2025.03 | 50 | 59.4 | |
| PromptCastzero-shot=true2025.03 | 49.9 | 36.5 | |
| TimesNet2025.03 | 49.4 | 59.4 | |
| TSMixer2025.03 | 48.8 | 53.4 |