Multimodal Time Series Forecasting on Agriculture
0.094MSEPA-RNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PA-RNetBackbone=iTransformer2025.08 | 0.094 | 0.204 | |
| TimeCMA2025.08 | 0.116 | 0.219 | |
| TaTSForecasting Horizon (F)=62026.03 | 0.14 | 0.251 | |
| Time-MMDForecasting Horizon (F)=62026.03 | 0.146 | 0.263 | |
| MindTSForecasting Horizon (F)=62026.03 | 0.167 | 0.269 | |
| TaTSForecasting Horizon (F)=82026.03 | 0.187 | 0.282 | |
| Time-MMDForecasting Horizon (F)=82026.03 | 0.189 | 0.31 | |
| MindTSForecasting Horizon (F)=82026.03 | 0.195 | 0.283 | |
| MindTSForecasting Horizon (F)=AVG2026.03 | 0.212 | 0.303 | |
| TaTSForecasting Horizon (F)=AVG2026.03 | 0.215 | 0.301 | |
| MindTSForecasting Horizon (F)=102026.03 | 0.228 | 0.316 | |
| Time-MMDForecasting Horizon (F)=AVG2026.03 | 0.232 | 0.316 | |
| TaTSForecasting Horizon (F)=102026.03 | 0.244 | 0.32 | |
| Time-MMDForecasting Horizon (F)=102026.03 | 0.254 | 0.32 | |
| MindTSForecasting Horizon (F)=122026.03 | 0.258 | 0.343 | |
| TaTSForecasting Horizon (F)=122026.03 | 0.29 | 0.35 | |
| TimeVLM2025.08 | 0.302 | 0.36 | |
| Time-MMDForecasting Horizon (F)=122026.03 | 0.338 | 0.369 |