Time Series Forecasting on ILI-US2 benchmark leaderboard · SOTA2 Research

Time Series Forecasting on ILI-US2

0.4122MAEDeformTime

Evaluation Results

Method	Links
DeformTime2024.06		0.4122	0.1601
ModernTCN2024.06		0.4398	0.1655
Crossformer2024.06		0.44	0.1646
LightTS2024.06		0.4632	0.1674
DeformTime2024.06		0.4752	0.1773
ModernTCN2024.06		0.5279	0.2022
TimeMixer2024.06		0.5284	0.2007
DeformTime2024.06		0.5425	0.2213
DeformTime2024.06		0.5538	0.2225
ModernTCN2024.06		0.571	0.2366
ModernTCN2024.06		0.5781	0.2385
LightTS2024.06		0.5827	0.2311
Crossformer2024.06		0.5852	0.2098
TimeXer2024.06		0.6083	0.2338
Crossformer2024.06		0.6245	0.2229
Persistence2024.06		0.6474	0.2248
iTransformer2024.06		0.6507	0.2324
Crossformer2024.06		0.6512	0.2391
TimeMixer2024.06		0.6556	0.2461
LightTS2024.06		0.6683	0.2927
TimeMixer2024.06		0.6794	0.2768
CycleNet2024.06		0.6951	0.2467
PatchTST2024.06		0.7097	0.2452
LightTS2024.06		0.7175	0.2773
DLinear2024.06		0.7355	0.2794
TimeXer2024.06		0.7725	0.2907
iTransformer2024.06		0.7896	0.2817
iTransformer2024.06		0.8042	0.3003
Persistence2024.06		0.8135	0.2824
CycleNet2024.06		0.8219	0.2915
TimeXer2024.06		0.8243	0.3146
DLinear2024.06		0.8435	0.3222
PatchTST2024.06		0.8635	0.3011
TimeMixer2024.06		0.8853	0.3653
TimeXer2024.06		0.9074	0.3472
DLinear2024.06		0.9124	0.3493
iTransformer2024.06		0.9619	0.3675
Persistence2024.06		0.9635	0.3351
DLinear2024.06		0.9805	0.3762
PatchTST2024.06		1.0286	0.367
CycleNet2024.06		1.0469	0.3798
Persistence2024.06		1.1007	0.3854
CycleNet2024.06		1.1388	0.4231
PatchTST2024.06		1.1525	0.4261