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ResearchFormerly WizWand

Time-series forecasting on Electricity (R2, RRSE)

0.994R2SpikySpace
0.961760.970130.97850.98687Jan 2, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SpikySpaceSNN=true, Horizon=32026.010.9940.137
SpikySpaceSNN=true, Horizon=62026.010.9920.157
SpikySpaceSNN=true, Horizon=122026.010.990.176
SpikySpaceSNN=true, Horizon=242026.010.990.179
MambaSNN=false, Horizon=32026.010.9890.183
MambaSNN=false, Horizon=62026.010.9870.203
SpikeSTAGSNN=true, Horizon=32026.010.9870.207
MambaSNN=false, Horizon=122026.010.9860.213
SpikeSTAGSNN=true, Horizon=62026.010.9860.222
SpikeSTAGSNN=true, Horizon=122026.010.9850.224
MambaSNN=false, Horizon=242026.010.9840.225
SpikeRNNSNN=true, Horizon=32026.010.9840.207
SpikeSTAGSNN=true, Horizon=242026.010.9840.225
GRUSNN=false, Horizon=32026.010.9830.518
iTransformerSNN=false, Horizon=32026.010.9830.213
iSpikformerSNN=true, Horizon=32026.010.9820.214
GRUSNN=false, Horizon=62026.010.9810.522
GRUSNN=false, Horizon=122026.010.980.531
SpikeRNNSNN=true, Horizon=122026.010.9790.314
SpikeRNNSNN=true, Horizon=62026.010.9780.28
iTransformerSNN=false, Horizon=62026.010.9770.506
iTransformerSNN=false, Horizon=122026.010.9770.46
iTransformerSNN=false, Horizon=242026.010.9770.305
SpikeTCNSNN=true, Horizon=32026.010.9740.324
iSpikformerSNN=true, Horizon=62026.010.9740.284
iSpikformerSNN=true, Horizon=242026.010.9740.284
iSpikformerSNN=true, Horizon=122026.010.9730.284
GRUSNN=false, Horizon=242026.010.9720.506
SpikeTCNSNN=true, Horizon=62026.010.970.333
SpikeTCNSNN=true, Horizon=122026.010.9680.338
SpikeRNNSNN=true, Horizon=242026.010.9640.317
SpikeTCNSNN=true, Horizon=242026.010.9630.342