Time Series Classification on Healthcare TP (test)
98.7F1 ScoreTimeXL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TimeXL2025.03 | 98.7 | 99.6 | |
| TimeCAP2025.03 | 95.4 | 98.3 | |
| MM-iTransformer2025.03 | 92.6 | 98.6 | |
| Crossformer2025.03 | 92.4 | 98.4 | |
| FreTS2025.03 | 88.7 | 95 | |
| MM-PatchTST2025.03 | 86.3 | 96.8 | |
| iTransformer2025.03 | 86.1 | 93.1 | |
| PatchTST2025.03 | 84.1 | 93.4 | |
| TimeMixer2025.03 | 82.2 | 88.7 | |
| FSCA2025.03 | 82 | 89.1 | |
| LLMTimezero-shot=true2025.03 | 80.2 | 81.7 | |
| TimesNet2025.03 | 79.4 | 86.7 | |
| Autoformer2025.03 | 77.4 | 91.8 | |
| OFA2025.03 | 77.4 | 87.9 | |
| TSMixer2025.03 | 77 | 79.7 | |
| TimeCMA2025.03 | 72.9 | 82.8 | |
| PromptCastzero-shot=true2025.03 | 72.7 | 76.8 | |
| Time-LLM2025.03 | 67.1 | 86.4 | |
| DLinear2025.03 | 39.3 | 50 |