ResearchBenchmarksComputational Cost of Uncertainty Estimation on Classification ModelsComputational Cost of Uncertainty Estimation on Classification ModelsFollow6.46Testing Time (s)DEC-1.96454.898111.76168.622Mar 11, 2026Evaluation resultsMethodMethodLinksTesting Time (s)Training Time (s)DEC2026.036.461,615.58CUPID2026.0310.064,776.38IGRUE2026.0311.265,292.41Rate-in2026.0348.462.85MC Dropout2026.0349.57—PostNet2026.0351.0449,932.08BNN2026.03217.0654,974.84