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ResearchFormerly WizWand

Time Series Forecasting on Weather 5% train data (test)

0.171MSEPatchTST
0.151880.280940.410.53906May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PatchTSTforecast_horizon=96, training_data_ratio=5%2026.050.1710.224
Time-LLMforecast_horizon=96, training_data_ratio=5%2026.050.1720.263
VisionTSforecast_horizon=96, training_data_ratio=5%2026.050.1740.228
SSDAforecast_horizon=96, training_data_ratio=5%2026.050.1750.224
GPT4TSforecast_horizon=96, training_data_ratio=5%2026.050.1750.23
Time-VLMforecast_horizon=96, training_data_ratio=5%2026.050.1760.231
DLinearforecast_horizon=96, training_data_ratio=5%2026.050.1840.242
TimesNetforecast_horizon=96, training_data_ratio=5%2026.050.2070.253
FEDformerforecast_horizon=96, training_data_ratio=5%2026.050.2290.309
SSDAforecast_horizon=336, training_data_ratio=5%2026.050.2620.289
Time-VLMforecast_horizon=336, training_data_ratio=5%2026.050.2640.298
DLinearforecast_horizon=336, training_data_ratio=5%2026.050.2790.322
Time-LLMforecast_horizon=336, training_data_ratio=5%2026.050.2820.321
VisionTSforecast_horizon=336, training_data_ratio=5%2026.050.2840.323
GPT4TSforecast_horizon=336, training_data_ratio=5%2026.050.2860.322
PatchTSTforecast_horizon=336, training_data_ratio=5%2026.050.2940.326
TimesNetforecast_horizon=336, training_data_ratio=5%2026.050.3130.328
SSDAforecast_horizon=720, training_data_ratio=5%2026.050.3260.332
Time-VLMforecast_horizon=720, training_data_ratio=5%2026.050.3270.342
VisionTSforecast_horizon=720, training_data_ratio=5%2026.050.3380.357
FEDformerforecast_horizon=336, training_data_ratio=5%2026.050.3530.392
DLinearforecast_horizon=720, training_data_ratio=5%2026.050.3640.388
Time-LLMforecast_horizon=720, training_data_ratio=5%2026.050.3660.381
GPT4TSforecast_horizon=720, training_data_ratio=5%2026.050.3660.379
PatchTSTforecast_horizon=720, training_data_ratio=5%2026.050.3840.387
FEDformerforecast_horizon=720, training_data_ratio=5%2026.050.3910.394
TimesNetforecast_horizon=720, training_data_ratio=5%2026.050.40.385
Informerforecast_horizon=96, training_data_ratio=5%2026.050.4970.497
Informerforecast_horizon=720, training_data_ratio=5%2026.050.570.522
Informerforecast_horizon=336, training_data_ratio=5%2026.050.6490.547