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ResearchFormerly WizWand

Time Series Forecasting on IaaS

0.723MSEAOSNET
0.701720.845360.9891.13264Nov 26, 2024Feb 26, 2025May 30, 2025Aug 30, 2025Dec 1, 2025Mar 3, 2026Jun 4, 2026
Updated 5mo ago

Evaluation results

MethodLinks
AOSNETPrediction Horizon (H)=192, Look-back Length (L)=962026.060.7230.58371.6
AOSNETPrediction Horizon (H)=336, Look-back Length (L)=962026.060.7260.57770.1
TQNetPrediction Horizon (H)=192, Look-back Length (L)=962026.060.740.58872.2
CycleNetPrediction Horizon (H)=336, Look-back Length (L)=962026.060.7430.58771.4
TQNetPrediction Horizon (H)=336, Look-back Length (L)=962026.060.7460.59271.9
AOSNETPrediction Horizon (H)=Avg, Look-back Length (L)=962026.060.7520.59172
AOSNETPrediction Horizon (H)=96, Look-back Length (L)=962026.060.7540.59674.8
TQNetPrediction Horizon (H)=96, Look-back Length (L)=962026.060.7540.60275.6
CycleNetPrediction Horizon (H)=192, Look-back Length (L)=962026.060.7540.59172.5
CycleNetPrediction Horizon (H)=96, Look-back Length (L)=962026.060.7560.60475.9
TQNetPrediction Horizon (H)=Avg, Look-back Length (L)=962026.060.7720.60373.5
DiPE-LinearPrediction Length=962024.110.7890.667—
CycleNetPrediction Horizon (H)=Avg, Look-back Length (L)=962026.060.790.6174.3
DLinearPrediction Length=962024.110.7950.699—
RLinearPrediction Length=962024.110.7970.688—
FITSPrediction Length=962024.110.7990.702—
NlinearPrediction Length=962024.110.7990.682—
iTransformerPrediction Horizon (H)=192, Look-back Length (L)=962026.060.7990.62176.3
AOSNETPrediction Horizon (H)=720, Look-back Length (L)=962026.060.8050.60871.4
iTransformerPrediction Horizon (H)=336, Look-back Length (L)=962026.060.810.62776.2
DiPE-LinearPrediction Length=1922024.110.8170.698—
NlinearPrediction Length=1922024.110.820.702—
DLinearPrediction Length=1922024.110.8230.717—
RLinearPrediction Length=1922024.110.8310.7—
FITSPrediction Length=1922024.110.8390.723—
DLinearPrediction Length=3362024.110.8420.731—
TQNetPrediction Horizon (H)=720, Look-back Length (L)=962026.060.8480.6374.1
DiPE-LinearPrediction Length=7202024.110.8690.736—
DLinearPrediction Length=7202024.110.8810.741—
iTransformerPrediction Horizon (H)=Avg, Look-back Length (L)=962026.060.8850.66280.7
NlinearPrediction Length=3362024.110.8980.771—
FITSPrediction Length=7202024.110.8990.839—
iTransformerPrediction Horizon (H)=96, Look-back Length (L)=962026.060.9050.68485.9
CycleNetPrediction Horizon (H)=720, Look-back Length (L)=962026.060.9060.6677.5
NlinearPrediction Length=7202024.110.9240.785—
RLinearPrediction Length=7202024.110.9380.828—
FITSPrediction Length=3362024.110.9980.855—
iTransformerPrediction Horizon (H)=720, Look-back Length (L)=962026.061.0250.71884.3
DiPE-LinearPrediction Length=3362024.111.180.839—
RLinearPrediction Length=3362024.111.2550.822—