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ResearchFormerly WizWand

Forecasting on Time-MMD Overall Average

0.638Average ErrorTimesFM
0.612720.783360.9541.12464Jun 27, 2025
Updated 7mo ago

Evaluation results

MethodLinks
TimesFMEvaluation Protocol=UniCA2025.060.6380.7030.6010.6040.645
TimesFMEvaluation Protocol=ZS2025.060.6520.7160.6460.6080.64
Chronos (Bolt)Evaluation Protocol=UniCA2025.060.6710.7420.6340.6140.693
Chronos (Bolt)Evaluation Protocol=ZS2025.060.6820.7370.6740.6370.681
MM-TSF2025.060.6910.7770.6550.6180.727
Chronos (Bolt)Evaluation Protocol=SFT2025.060.7380.7940.7210.6470.791
Moirai2025.060.7420.8210.7150.6960.735
TTM2025.060.7780.8660.6510.6850.909
TabPFN-TS2025.060.8010.8370.8190.7870.762
TimesFMEvaluation Protocol=SFT2025.060.8040.8690.7760.7320.841
Time-MOEEvaluation Protocol=UniCA2025.060.8150.9180.6340.7690.938
Time-LLM2025.060.8180.8470.7660.7230.935
Time-MOEEvaluation Protocol=ZS2025.060.8210.9180.6480.7810.937
NBEATSx2025.060.840.8840.7170.7820.98
TiDE(+CH)2025.060.8890.9520.8560.8130.932
PatchTST2025.060.8941.0090.7780.7930.996
TiDE2025.060.920.9760.90.8690.937
TFT(+CH)2025.060.9340.9281.0350.8850.886
TFT2025.060.9710.9581.0420.9920.891
ChatTime2025.061.2130.6472.2271.3610.618
DeepAR2025.061.271.2190.9981.6051.26