Multimodal Time Series Forecasting on Agriculture benchmark leaderboard · SOTA2 Research

Multimodal Time Series Forecasting on Agriculture

0.094MSEPA-RNet

Evaluation Results

Method	Links
PA-RNet2025.08		0.094	0.204
TimeCMA2025.08		0.116	0.219
TaTS2026.03		0.14	0.251
Time-MMD2026.03		0.146	0.263
MindTS2026.03		0.167	0.269
TaTS2026.03		0.187	0.282
Time-MMD2026.03		0.189	0.31
MindTS2026.03		0.195	0.283
MindTS2026.03		0.212	0.303
TaTS2026.03		0.215	0.301
MindTS2026.03		0.228	0.316
Time-MMD2026.03		0.232	0.316
TaTS2026.03		0.244	0.32
Time-MMD2026.03		0.254	0.32
MindTS2026.03		0.258	0.343
TaTS2026.03		0.29	0.35
TimeVLM2025.08		0.302	0.36
Time-MMD2026.03		0.338	0.369