List your company
ResearchFormerly WizWand

Survival Analysis on Synthetic Gompertz Distribution

0.0115L1 Error S^SODEN
0.0108560.0152030.019550.023897May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SODENArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=82.9457 ± 10.50672026.050.01150.1964
QSurvArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=5.3545 ± 0.30652026.050.0120.199
CoxCCArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=4.4591 ± 0.22302026.050.01210.2773
DeSurvArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=5.5127 ± 0.49242026.050.01290.287
CoxTimeArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=5.9313 ± 0.33212026.050.01430.3699
MDNArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=3.0111 ± 0.03752026.050.02020.6015
NnetSurvArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=1.9610 ± 0.12782026.050.02760.7631