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ResearchFormerly WizWand

Long-term Time-Series Forecasting on Lotka-Volterra (L.-V.) synthetic (test)

0.63MSELSTM
0.61560.71280.810.9072Sep 27, 2023
Updated 5mo ago

Evaluation results

MethodLinks
LSTML=10002023.090.630.49
DEEPAR CLL=10002023.090.640.5
LATENT NLINEARL=10002023.090.70.53
N-HITSL=10002023.090.710.55
DEEPAR VANILLAL=10002023.090.760.58
LSTML=5002023.090.780.59
NEURAL ODEL=10002023.090.780.6
LATENT NLINEARL=5002023.090.790.59
DEEPAR CLL=5002023.090.790.59
LSTML=962023.090.80.61
N-HITSL=5002023.090.80.61
LATENT NLINEARL=962023.090.810.61
DEEPAR CLL=962023.090.810.62
SPACETIMEL=5002023.090.810.63
PATCHTL=10002023.090.820.58
N-HITSL=962023.090.830.63
SPACETIMEL=962023.090.830.63
NLINEARL=5002023.090.840.64
SPACETIMEL=10002023.090.870.67
NEURAL ODEL=5002023.090.870.66
NLINEARL=10002023.090.870.67
DEEPAR VANILLAL=5002023.090.870.65
NLINEARL=962023.090.890.68
DEEPAR VANILLAL=962023.090.890.67
NEURAL ODEL=962023.090.90.68
PATCHTL=5002023.090.950.66
PATCHTL=962023.090.990.69