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ResearchFormerly WizWand

Ophthalmic disease diagnosis on Harvard-30k (test)

76.45AccuracyIMDR
64.718867.764470.8173.8556Jul 7, 2025
Updated 8mo ago

Evaluation results

MethodLinks
IMDRModality=OCT + fundus, Setting=Complete-Modality Fusion, Backbone=ResNet-502025.0776.4583.173.57
RIMAModality=OCT, Setting=Inter-Modality Missing, Backbone=ResNet-502025.0775.8383.7574.46
Eye-MostModality=OCT + fundus, Setting=Complete-Modality Fusion, Backbone=ResNet-502025.0775.5582.371
IMDRModality=OCT, Setting=Inter-Modality Missing, Backbone=ResNet-502025.0775.1780.4876.59
RIMAModality=OCT + fundus, Setting=Complete-Modality Fusion, Backbone=ResNet-502025.0775.1783.274.33
RIMAModality=OCT, Setting=Inter-Modality Missing, Backbone=3D-Resnet-502025.0774.579.2170.59
M2LCModality=OCT + fundus, Setting=Complete-Modality Fusion, Backbone=ResNet-502025.077484.5670.73
M2LC + distillModality=OCT, Setting=Inter-Modality Missing, Backbone=ResNet-502025.0773.2472.6773.8
2D-Resnet-50Modality=OCT, Setting=Inter-Modality Missing, Backbone=2D-Resnet-502025.0773.1275.3572.23
CR-AFModality=OCT + fundus, Setting=Complete-Modality Fusion, Backbone=ResNet-502025.077381.3767.73
B-CNN + distillModality=OCT, Setting=Inter-Modality Missing, Backbone=ResNet-502025.0772.3571.9870.03
B-CNNModality=OCT + fundus, Setting=Complete-Modality Fusion, Backbone=ResNet-502025.0771.6781.2269.01
IMDRModality=OCT, Setting=Inter-Modality Missing, Backbone=3D-Resnet-502025.0770.6272.6971.9
B-CNN + distillModality=OCT, Setting=Inter-Modality Missing, Backbone=3D-Resnet-502025.0769.5770.1467.45
B-EFModality=OCT + fundus, Setting=Complete-Modality Fusion, Backbone=ResNet-502025.0769.3379.1260.64
M2LC + distillModality=OCT, Setting=Inter-Modality Missing, Backbone=3D-Resnet-502025.0768.9772.2365.06
3D-Resnet-50Modality=OCT, Setting=Inter-Modality Missing, Backbone=3D-Resnet-502025.0765.1769.9869.63