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ResearchFormerly WizWand

Image Classification on Kather (test)

0.114L1 ECEKDEL1 KDE-XE
0.104840.166670.22850.29033Oct 13, 2022
Updated 8mo ago

Evaluation results

MethodLinks
L1 KDE-XEModel=DenseNet-40, Temperature Scaling=Pre T2022.100.114
FL-53Model=ResNet-110 (SD), Temperature Scaling=Post T2022.100.122
L1 KDE-XEModel=ResNet-110 (SD), Temperature Scaling=Post T2022.100.147
L1 KDE-XEModel=DenseNet-40, Temperature Scaling=Post T2022.100.154
MMCEModel=ResNet-110 (SD), Temperature Scaling=Post T2022.100.159
MMCEModel=DenseNet-40, Temperature Scaling=Pre T2022.100.159
L1 KDE-XEModel=Wide-ResNet-28-10, Temperature Scaling=Pre T2022.100.162
FL-53Model=DenseNet-40, Temperature Scaling=Pre T2022.100.165
XEModel=Wide-ResNet-28-10, Temperature Scaling=Pre T2022.100.177
L1 KDE-XEModel=ResNet-110 (SD), Temperature Scaling=Pre T2022.100.198
MMCEModel=Wide-ResNet-28-10, Temperature Scaling=Pre T2022.100.201
FL-53Model=DenseNet-40, Temperature Scaling=Post T2022.100.207
FL-53Model=ResNet-110 (SD), Temperature Scaling=Pre T2022.100.209
L1 KDE-XEModel=Wide-ResNet-28-10, Temperature Scaling=Post T2022.100.212
MMCEModel=DenseNet-40, Temperature Scaling=Post T2022.100.218
MMCEModel=ResNet-110 (SD), Temperature Scaling=Pre T2022.100.235
MMCEModel=Wide-ResNet-28-10, Temperature Scaling=Post T2022.100.241
XEModel=DenseNet-40, Temperature Scaling=Pre T2022.100.244
FL-53Model=ResNet-110, Temperature Scaling=Post T2022.100.248
XEModel=DenseNet-40, Temperature Scaling=Post T2022.100.251
XEModel=Wide-ResNet-28-10, Temperature Scaling=Post T2022.100.259
FL-53Model=Wide-ResNet-28-10, Temperature Scaling=Pre T2022.100.27
L1 KDE-XEModel=ResNet-110, Temperature Scaling=Post T2022.100.289
MMCEModel=ResNet-110, Temperature Scaling=Post T2022.100.3
XEModel=ResNet-110, Temperature Scaling=Post T2022.100.304
L1 KDE-XEModel=ResNet-110, Temperature Scaling=Pre T2022.100.311
FL-53Model=ResNet-110, Temperature Scaling=Pre T2022.100.325
FL-53Model=Wide-ResNet-28-10, Temperature Scaling=Post T2022.100.328
XEModel=ResNet-110 (SD), Temperature Scaling=Pre T2022.100.329
XEModel=ResNet-110 (SD), Temperature Scaling=Post T2022.100.334
XEModel=ResNet-110, Temperature Scaling=Pre T2022.100.335
MMCEModel=ResNet-110, Temperature Scaling=Pre T2022.100.343