Multimodal Time Series Forecasting on Economy
0.01MSETaTS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TaTSBackbone=FiLM2025.08 | 0.01 | 0.085 | |
| PA-RNetBackbone=FiLM2025.08 | 0.01 | 0.085 | |
| PA-RNetBackbone=FEDformer2025.08 | 0.035 | 0.142 | |
| Uni-modalBackbone=FEDformer2025.08 | 0.077 | 0.216 | |
| MindTSForecasting Horizon (F)=62026.03 | 0.172 | 0.331 | |
| TaTSForecasting Horizon (F)=62026.03 | 0.196 | 0.35 | |
| Time-MMDForecasting Horizon (F)=62026.03 | 0.199 | 0.35 | |
| MindTSForecasting Horizon (F)=AVG2026.03 | 0.211 | 0.361 | |
| TaTSForecasting Horizon (F)=82026.03 | 0.214 | 0.376 | |
| MindTSForecasting Horizon (F)=82026.03 | 0.215 | 0.37 | |
| MindTSForecasting Horizon (F)=102026.03 | 0.215 | 0.363 | |
| TaTSForecasting Horizon (F)=AVG2026.03 | 0.215 | 0.368 | |
| Time-MMDForecasting Horizon (F)=82026.03 | 0.216 | 0.367 | |
| Time-MMDForecasting Horizon (F)=AVG2026.03 | 0.219 | 0.37 | |
| TaTSForecasting Horizon (F)=102026.03 | 0.223 | 0.367 | |
| Time-MMDForecasting Horizon (F)=102026.03 | 0.224 | 0.373 | |
| Time-MMDForecasting Horizon (F)=122026.03 | 0.239 | 0.388 | |
| TaTSForecasting Horizon (F)=122026.03 | 0.239 | 0.388 | |
| MindTSForecasting Horizon (F)=122026.03 | 0.242 | 0.379 |