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ResearchFormerly WizWand

Image Classification on DermaMNIST (test)

0.366L1 ECEKDEL1 KDE-XE
0.353280.439140.5250.61086Oct 13, 2022
Updated 8mo ago

Evaluation results

MethodLinks
L1 KDE-XEModel=DenseNet-40, Temperature Scaling=Pre T2022.100.366
L1 KDE-XEModel=DenseNet-40, Temperature Scaling=Post T2022.100.418
L1 KDE-XEModel=Wide-ResNet-28-10, Temperature Scaling=Pre T2022.100.455
L1 KDE-XEModel=ResNet-110 (SD), Temperature Scaling=Pre T2022.100.461
L1 KDE-XEModel=ResNet-110, Temperature Scaling=Pre T2022.100.467
MMCEModel=ResNet-110 (SD), Temperature Scaling=Pre T2022.100.47
MMCEModel=Wide-ResNet-28-10, Temperature Scaling=Pre T2022.100.47
L1 KDE-XEModel=Wide-ResNet-28-10, Temperature Scaling=Post T2022.100.509
MMCEModel=Wide-ResNet-28-10, Temperature Scaling=Post T2022.100.512
MMCEModel=DenseNet-40, Temperature Scaling=Pre T2022.100.514
L1 KDE-XEModel=ResNet-110, Temperature Scaling=Post T2022.100.516
MMCEModel=ResNet-110 (SD), Temperature Scaling=Post T2022.100.526
XEModel=ResNet-110 (SD), Temperature Scaling=Pre T2022.100.534
L1 KDE-XEModel=ResNet-110 (SD), Temperature Scaling=Post T2022.100.538
XEModel=Wide-ResNet-28-10, Temperature Scaling=Pre T2022.100.546
FL-53Model=DenseNet-40, Temperature Scaling=Post T2022.100.557
MMCEModel=DenseNet-40, Temperature Scaling=Post T2022.100.558
FL-53Model=ResNet-110 (SD), Temperature Scaling=Pre T2022.100.567
XEModel=ResNet-110 (SD), Temperature Scaling=Post T2022.100.571
XEModel=DenseNet-40, Temperature Scaling=Pre T2022.100.573
MMCEModel=ResNet-110, Temperature Scaling=Pre T2022.100.575
FL-53Model=DenseNet-40, Temperature Scaling=Pre T2022.100.577
XEModel=DenseNet-40, Temperature Scaling=Post T2022.100.578
XEModel=ResNet-110, Temperature Scaling=Pre T2022.100.579
FL-53Model=ResNet-110 (SD), Temperature Scaling=Post T2022.100.594
XEModel=Wide-ResNet-28-10, Temperature Scaling=Post T2022.100.599
XEModel=ResNet-110, Temperature Scaling=Post T2022.100.602
MMCEModel=ResNet-110, Temperature Scaling=Post T2022.100.603
FL-53Model=Wide-ResNet-28-10, Temperature Scaling=Post T2022.100.608
FL-53Model=ResNet-110, Temperature Scaling=Post T2022.100.618
FL-53Model=Wide-ResNet-28-10, Temperature Scaling=Pre T2022.100.623
FL-53Model=ResNet-110, Temperature Scaling=Pre T2022.100.684