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ResearchFormerly WizWand

Time-series Forecasting on NY-T

10.37RMSESTEP
10.127611.763813.415.0362Nov 19, 2023
Updated 8mo ago

Evaluation results

MethodLinks
STEPtraining_mode=fine-tuned2023.1110.37
MICNtraining_mode=fine-tuned2023.1111.56
TimesNettraining_mode=fine-tuned2023.1111.82
LPTMtraining_mode=fine-tuned2023.1111.84
N-HITStraining_mode=fine-tuned2023.1111.87
PatchTSTtraining_mode=fine-tuned2023.1111.95
TiDEtraining_mode=fine-tuned2023.1111.95
LPTM-OnlyLastMasktraining_mode=fine-tuned2023.1112.04
LLM-Timetraining_mode=fine-tuned2023.1112.11
EpiFNPtraining_mode=fine-tuned2023.1112.11
LPTM-NoLinProbtraining_mode=fine-tuned2023.1112.17
TimesFMtraining_mode=fine-tuned2023.1112.19
Informertraining_mode=fine-tuned2023.1112.33
LPTM-OnlyRandMasktraining_mode=fine-tuned2023.1112.36
LPTM-NoPreTraintraining_mode=fine-tuned2023.1112.43
TFTtraining_mode=fine-tuned2023.1112.55
Autoformertraining_mode=fine-tuned2023.1112.71
SimMTMtraining_mode=fine-tuned2023.1112.79
Chronostraining_mode=fine-tuned2023.1112.82
Lag-LLAMAzero-shot=true2023.1112.84
TimesFMzero-shot=true2023.1113.11
LPTMzero-shot=true2023.1113.12
iTransformertraining_mode=fine-tuned2023.1113.16
Lag-LLAMAtraining_mode=fine-tuned2023.1113.43
TS2Vectraining_mode=fine-tuned2023.1113.48
LLM-Timezero-shot=true2023.1113.53
MOIRAItraining_mode=fine-tuned2023.1113.71
Chronoszero-shot=true2023.1113.74
MOIRAIzero-shot=true2023.1113.82
TS2Veczero-shot=true2023.1114.39
LPTM-NoSegmenttraining_mode=fine-tuned2023.1114.96
ColaGNNtraining_mode=fine-tuned2023.1114.97
TS-TCCtraining_mode=fine-tuned2023.1115.55
TS-TCCzero-shot=true2023.1115.72
SimMTMzero-shot=true2023.1115.72
AutoARIMAtraining_mode=fine-tuned2023.1116.43