ResearchBenchmarksTabular Data Generation on APS Failure at Scania TrucksTabular Data Generation on APS Failure at Scania TrucksFollow0.51Shape ErrorGATD0.15122.57314.9957.4169May 23, 2026Evaluation resultsMethodMethodLinksShape ErrorTrend ErrorAUCGATDHyperparameters (λθ, λ...Hyperparameters (λθ, λℓ, λc)=15, 15, 8, Training (s/epoch)=5.5, Memory (GB)=12.3, Parameters=17M2026.050.519.1587TabDiffTraining (s/epoch)=7.5...Training (s/epoch)=7.5, Memory (GB)=6.5, Parameters=12M2026.059.489.5697.9