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ResearchFormerly WizWand

Time-series Forecasting on Motor industrial sensor suite (test)

0.118MAEAdvSynGNN
0.093080.261290.42950.59771Feb 19, 2026
Updated 8mo ago

Evaluation results

MethodLinks
AdvSynGNNLength=642026.020.118
AdvSynGNNLength=2562026.020.122
AdvSynGNNLength=1282026.020.124
GAT-GANLength=642026.020.127
GAT-GANLength=2562026.020.133
GAT-GANLength=1282026.020.135
GMMNLength=642026.020.14
RCGANLength=642026.020.147
AdvSynGNNLength=162026.020.148
TimeGANLength=642026.020.157
GAT-GANLength=162026.020.161
GMMNLength=162026.020.339
RCGANLength=162026.020.347
TimeGANLength=162026.020.354
SigCWGANLength=162026.020.385
GMMNLength=2562026.020.473
TimeGANLength=2562026.020.492
RCGANLength=2562026.020.493
SigCWGANLength=642026.020.497
RCGANLength=1282026.020.51
GMMNLength=1282026.020.536
TimeGANLength=1282026.020.686
SigCWGANLength=2562026.020.712
SigCWGANLength=1282026.020.741