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ResearchFormerly WizWand

Time Series Forecasting on Traffic 5% train (test)

0.412MSEPatchTST
0.363640.690071.01651.34293May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PatchTSTforecast_horizon=192, training_data_ratio=5%2026.050.4120.294
Time-LLMforecast_horizon=192, training_data_ratio=5%2026.050.4190.291
VisionTSforecast_horizon=192, training_data_ratio=5%2026.050.4230.298
GPT4TSforecast_horizon=192, training_data_ratio=5%2026.050.4340.305
Time-LLMforecast_horizon=336, training_data_ratio=5%2026.050.4370.314
PatchTSTforecast_horizon=336, training_data_ratio=5%2026.050.4390.31
VisionTSforecast_horizon=336, training_data_ratio=5%2026.050.4440.312
DLinearforecast_horizon=192, training_data_ratio=5%2026.050.4470.315
GPT4TSforecast_horizon=336, training_data_ratio=5%2026.050.4490.313
DLinearforecast_horizon=336, training_data_ratio=5%2026.050.4780.333
SSDAforecast_horizon=192, training_data_ratio=5%2026.050.4820.32
SSDAforecast_horizon=336, training_data_ratio=5%2026.050.5280.354
Time-VLMforecast_horizon=192, training_data_ratio=5%2026.050.5520.408
Time-VLMforecast_horizon=336, training_data_ratio=5%2026.050.5720.414
FEDformerforecast_horizon=192, training_data_ratio=5%2026.050.6530.405
FEDformerforecast_horizon=336, training_data_ratio=5%2026.050.7070.445
TimesNetforecast_horizon=336, training_data_ratio=5%2026.050.8530.471
TimesNetforecast_horizon=192, training_data_ratio=5%2026.050.8940.517
Informerforecast_horizon=192, training_data_ratio=5%2026.051.5960.834
Informerforecast_horizon=336, training_data_ratio=5%2026.051.6210.841