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ResearchFormerly WizWand

Time-series Forecasting on PEM-B

2.5RMSEPatchTST
2.3883.1443.94.656Nov 19, 2023
Updated 8mo ago

Evaluation results

MethodLinks
PatchTSTtraining_mode=fine-tuned2023.112.5
LPTMtraining_mode=fine-tuned2023.112.5
Autoformertraining_mode=fine-tuned2023.112.7
STEPtraining_mode=fine-tuned2023.112.7
LPTM-OnlyLastMasktraining_mode=fine-tuned2023.112.7
LPTM-OnlyRandMasktraining_mode=fine-tuned2023.112.8
N-HITStraining_mode=fine-tuned2023.112.9
Informertraining_mode=fine-tuned2023.113.1
LPTM-NoLinProbtraining_mode=fine-tuned2023.113.1
LPTM-NoSegmenttraining_mode=fine-tuned2023.113.2
TS-TCCtraining_mode=fine-tuned2023.113.3
SimMTMtraining_mode=fine-tuned2023.113.4
LPTMzero-shot=true2023.113.4
TiDEtraining_mode=fine-tuned2023.113.5
TS2Vectraining_mode=fine-tuned2023.113.5
MICNtraining_mode=fine-tuned2023.113.6
TimesFMtraining_mode=fine-tuned2023.113.7
Chronostraining_mode=fine-tuned2023.113.7
LPTM-NoPreTraintraining_mode=fine-tuned2023.113.7
TS2Veczero-shot=true2023.113.7
TimesNettraining_mode=fine-tuned2023.113.9
LLM-Timetraining_mode=fine-tuned2023.113.9
Lag-LLAMAtraining_mode=fine-tuned2023.113.9
MOIRAItraining_mode=fine-tuned2023.113.9
ColaGNNtraining_mode=fine-tuned2023.113.9
TimesFMzero-shot=true2023.113.9
AutoARIMAtraining_mode=fine-tuned2023.114.1
EpiFNPtraining_mode=fine-tuned2023.114.1
TS-TCCzero-shot=true2023.114.1
SimMTMzero-shot=true2023.114.1
Chronoszero-shot=true2023.114.2
MOIRAIzero-shot=true2023.114.2
iTransformertraining_mode=fine-tuned2023.114.3
LLM-Timezero-shot=true2023.114.3
TFTtraining_mode=fine-tuned2023.114.6
Lag-LLAMAzero-shot=true2023.115.3