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ResearchFormerly WizWand

Time-series Forecasting on Flu-US

0.52RMSEEpiFNP
0.4540.89951.3451.7905Nov 19, 2023
Updated 8mo ago

Evaluation results

MethodLinks
EpiFNPtraining_mode=fine-tuned2023.110.52
LPTMtraining_mode=fine-tuned2023.110.79
LPTM-OnlyLastMasktraining_mode=fine-tuned2023.110.79
LPTM-OnlyRandMasktraining_mode=fine-tuned2023.110.87
LPTM-NoLinProbtraining_mode=fine-tuned2023.110.92
LPTM-NoSegmenttraining_mode=fine-tuned2023.110.93
MICNtraining_mode=fine-tuned2023.110.95
PatchTSTtraining_mode=fine-tuned2023.110.96
LPTM-NoPreTraintraining_mode=fine-tuned2023.110.96
TimesNettraining_mode=fine-tuned2023.111.04
iTransformertraining_mode=fine-tuned2023.111.14
LPTMzero-shot=true2023.111.14
STEPtraining_mode=fine-tuned2023.111.17
TiDEtraining_mode=fine-tuned2023.111.21
TFTtraining_mode=fine-tuned2023.111.21
LLM-Timetraining_mode=fine-tuned2023.111.21
Chronostraining_mode=fine-tuned2023.111.21
Chronoszero-shot=true2023.111.29
MOIRAItraining_mode=fine-tuned2023.111.31
SimMTMtraining_mode=fine-tuned2023.111.31
TimesFMtraining_mode=fine-tuned2023.111.32
TimesFMzero-shot=true2023.111.35
LLM-Timezero-shot=true2023.111.38
MOIRAIzero-shot=true2023.111.39
Autoformertraining_mode=fine-tuned2023.111.41
N-HITStraining_mode=fine-tuned2023.111.42
Lag-LLAMAtraining_mode=fine-tuned2023.111.46
Lag-LLAMAzero-shot=true2023.111.52
Informertraining_mode=fine-tuned2023.111.62
ColaGNNtraining_mode=fine-tuned2023.111.65
TS2Vectraining_mode=fine-tuned2023.111.85
TS-TCCtraining_mode=fine-tuned2023.111.94
TS2Veczero-shot=true2023.111.94
AutoARIMAtraining_mode=fine-tuned2023.112.14
TS-TCCzero-shot=true2023.112.17
SimMTMzero-shot=true2023.112.17