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ResearchFormerly WizWand

Time-series Forecasting on NY-B

2.31RMSELPTM-OnlyLastMask
2.22242.81373.4053.9963Nov 19, 2023
Updated 8mo ago

Evaluation results

MethodLinks
LPTM-OnlyLastMasktraining_mode=fine-tuned2023.112.31
LPTMtraining_mode=fine-tuned2023.112.37
LPTM-OnlyRandMasktraining_mode=fine-tuned2023.112.42
LPTM-NoLinProbtraining_mode=fine-tuned2023.112.49
STEPtraining_mode=fine-tuned2023.112.52
MICNtraining_mode=fine-tuned2023.112.61
PatchTSTtraining_mode=fine-tuned2023.112.64
LPTM-NoPreTraintraining_mode=fine-tuned2023.112.66
Autoformertraining_mode=fine-tuned2023.112.73
N-HITStraining_mode=fine-tuned2023.112.74
TimesFMtraining_mode=fine-tuned2023.112.8
TimesNettraining_mode=fine-tuned2023.112.83
iTransformertraining_mode=fine-tuned2023.112.83
Informertraining_mode=fine-tuned2023.112.89
Lag-LLAMAtraining_mode=fine-tuned2023.112.9
TFTtraining_mode=fine-tuned2023.112.95
TS-TCCtraining_mode=fine-tuned2023.112.97
EpiFNPtraining_mode=fine-tuned2023.112.98
Chronostraining_mode=fine-tuned2023.113.1
SimMTMtraining_mode=fine-tuned2023.113.1
TS2Vectraining_mode=fine-tuned2023.113.11
LPTM-NoSegmenttraining_mode=fine-tuned2023.113.17
ColaGNNtraining_mode=fine-tuned2023.113.19
LPTMzero-shot=true2023.113.2
MOIRAItraining_mode=fine-tuned2023.113.5
Chronoszero-shot=true2023.113.6
LLM-Timetraining_mode=fine-tuned2023.113.7
Lag-LLAMAzero-shot=true2023.113.8
TS-TCCzero-shot=true2023.113.8
SimMTMzero-shot=true2023.113.8
TiDEtraining_mode=fine-tuned2023.113.86
TimesFMzero-shot=true2023.113.9
TS2Veczero-shot=true2023.114.1
AutoARIMAtraining_mode=fine-tuned2023.114.13
MOIRAIzero-shot=true2023.114.4
LLM-Timezero-shot=true2023.114.5