Time Series Classification on Finance (test)
63.1F1 ScoreTimeXL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TimeXL2025.03 | 63.1 | 79.7 | |
| MM-PatchTST2025.03 | 61.9 | 81.2 | |
| TimeCAP2025.03 | 61.1 | 80.1 | |
| MM-iTransformer2025.03 | 60.5 | 79.3 | |
| PatchTST2025.03 | 60.4 | 79.5 | |
| iTransformer2025.03 | 60 | 78.3 | |
| FSCA2025.03 | 59.2 | 79 | |
| Time-LLM2025.03 | 58.9 | 79.2 | |
| Crossformer2025.03 | 57.1 | 77.5 | |
| TimeMixer2025.03 | 57.1 | 77.6 | |
| Autoformer2025.03 | 56.5 | 74.7 | |
| TimeCMA2025.03 | 55.9 | 72.7 | |
| FreTS2025.03 | 54.6 | 73.7 | |
| TimesNet2025.03 | 53.8 | 75.6 | |
| LLMTimezero-shot=true2025.03 | 51.9 | 64.3 | |
| OFA2025.03 | 51.2 | 74.5 | |
| TSMixer2025.03 | 46.5 | 68.9 | |
| PromptCastzero-shot=true2025.03 | 41.8 | 60.7 | |
| DLinear2025.03 | 25.5 | 48.5 |