Time Series Classification on Healthcare MT (test)
95.6F1 ScoreTimeXL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TimeXL2025.03 | 95.6 | 99.7 | |
| TimeCAP2025.03 | 94.2 | 98.8 | |
| MM-iTransformer2025.03 | 90.1 | 99 | |
| FSCA2025.03 | 87.2 | 97.7 | |
| OFA2025.03 | 85.1 | 97.7 | |
| TimeMixer2025.03 | 82.4 | 93.5 | |
| TSMixer2025.03 | 80.8 | 93.1 | |
| iTransformer2025.03 | 79.1 | 96.3 | |
| MM-PatchTST2025.03 | 78 | 92.9 | |
| LLMTimezero-shot=true2025.03 | 76.9 | 80.3 | |
| TimesNet2025.03 | 76.5 | 94.4 | |
| FreTS2025.03 | 75.1 | 76.2 | |
| Crossformer2025.03 | 73.7 | 91.3 | |
| Time-LLM2025.03 | 73.3 | 91.2 | |
| PromptCastzero-shot=true2025.03 | 69.6 | 87.1 | |
| PatchTST2025.03 | 69.5 | 92.8 | |
| TimeCMA2025.03 | 69.3 | 84.3 | |
| Autoformer2025.03 | 68.3 | 82.5 | |
| DLinear2025.03 | 41.9 | 38.8 |