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ResearchFormerly WizWand

Diagnostic classification on HAM & Melanoma (joint)

77.47H-MeanDINOv2
59.228463.964268.773.4358May 5, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DINOv2Superv. (%)=502026.0577.47
DINOv2Superv. (%)=752026.0577.08
DINOv2Superv. (%)=152026.0576.32
SlotVAE (k=2)Superv. (%)=752026.0576.19
DINOv2Superv. (%)=252026.0575.96
DINOv2Superv. (%)=12026.0575
SlotVAE (k=2)Superv. (%)=502026.0573.94
SlotVAE (k=2)Superv. (%)=252026.0572.01
GlobalVAESuperv. (%)=752026.0571.65
SlotVAE (k=2)Superv. (%)=152026.0571.12
RN+SA (k=2)Superv. (%)=502026.0570.57
SlotVAE (k=2)Superv. (%)=12026.0569.88
RN+SA (k=2)Superv. (%)=752026.0569.41
GlobalVAESuperv. (%)=502026.0567.88
GlobalVAESuperv. (%)=152026.0567.84
RN+SA (k=2)Superv. (%)=252026.0567.35
RN+SA (k=2)Superv. (%)=12026.0565.25
RN+SA (k=2)Superv. (%)=152026.0564.14
GlobalVAESuperv. (%)=252026.0562.11
GlobalVAESuperv. (%)=12026.0559.93