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ResearchFormerly WizWand

Time series forecasting on PTF (MSE, MAE)

0.0107MSETimesNet
0.0037960.0503980.0970.143602May 22, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TimesNetHistory Length=1202026.050.01070.0636
TimesNetHistory Length=962026.050.01130.0649
COM-3BHistory Length=962026.050.0120.0703
COM-3BHistory Length=1202026.050.01210.0721
COM-3BHistory Length=722026.050.01430.0755
TimesNetHistory Length=722026.050.01520.0749
iTransformerHistory Length=1202026.050.01710.0811
COM-3BHistory Length=482026.050.01790.082
iTransformerHistory Length=962026.050.01860.0858
TimesNetHistory Length=482026.050.02130.0928
PatchTSTHistory Length=1202026.050.02180.091
TimeMixerHistory Length=1202026.050.02260.0926
iTransformerHistory Length=722026.050.02320.0947
TimeXerHistory Length=962026.050.02390.0972
TimeXerHistory Length=1202026.050.02420.0987
PatchTSTHistory Length=962026.050.02470.0985
TimeMixerHistory Length=962026.050.02530.0986
iTransformerHistory Length=482026.050.03210.1118
PatchTSTHistory Length=722026.050.03370.1139
DeepSeek-V4-ProHistory Length=1202026.050.03480.1224
TimeXerHistory Length=722026.050.03510.1178
DeepSeek-V4-ProHistory Length=962026.050.03560.1207
TimeMixerHistory Length=722026.050.03590.1158
DLinearHistory Length=1202026.050.03710.1236
DeepSeek-V4-ProHistory Length=722026.050.03960.1293
TimeXerHistory Length=482026.050.04030.1246
DLinearHistory Length=962026.050.04180.1314
AutoformerHistory Length=1202026.050.04340.1461
PatchTSTHistory Length=482026.050.04380.1323
DeepSeek-V4-ProHistory Length=482026.050.04430.1389
TimeMixerHistory Length=482026.050.04620.1337
AutoformerHistory Length=962026.050.04620.1484
DLinearHistory Length=722026.050.05520.1487
AutoformerHistory Length=722026.050.06290.1659
Gemma3-12B-itHistory Length=1202026.050.06370.1752
Gemma3-12B-itHistory Length=962026.050.06610.1792
DLinearHistory Length=482026.050.07220.1701
Gemma3-12B-itHistory Length=722026.050.080.199
Qwen3-14BHistory Length=1202026.050.08030.2109
Qwen3-14BHistory Length=962026.050.08630.2193
AutoformerHistory Length=482026.050.08710.2041
Qwen2.5-3BHistory Length=962026.050.08940.2097
Qwen3-14BHistory Length=482026.050.09510.2248
Gemma3-12B-itHistory Length=482026.050.09550.2177
Qwen2.5-3BHistory Length=1202026.050.0990.2265
Qwen3-14BHistory Length=722026.050.10580.2399
Qwen2.5-3BHistory Length=482026.050.10630.2286
Qwen2.5-3BHistory Length=722026.050.10960.2386
Qwen2.5-14BHistory Length=962026.050.13860.3002
Qwen2.5-14BHistory Length=1202026.050.14210.304
Qwen2.5-14BHistory Length=722026.050.1520.3173
Qwen2.5-14BHistory Length=482026.050.18330.3408