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ResearchFormerly WizWand

Diabetic Retinopathy (DR) grading on APTOS

73.2AccuracyGenEval
36.846.2555.765.15Nov 27, 2025Dec 14, 2025Jan 1, 2026Jan 18, 2026Feb 5, 2026Feb 22, 2026Mar 12, 2026
Updated 7mo ago

Evaluation results

MethodLinks
GenEvalSource Domain=EyePACS2026.0373.2—
DL+EKETraining Set=Messidor-22026.0169.7—
HAPMprotocol=Cross-domain evaluation2025.1163.155.3
MIL-ViTprotocol=Cross-domain evaluation2025.1161.836.8
Fishrprotocol=Cross-domain evaluation2025.1161.731
DRGenprotocol=Cross-domain evaluation2025.1160.735.7
LGPNprotocol=Cross-domain evaluation2025.1160.451.2
DECOSource Domain=EyePACS2026.0359.7—
MDLTprotocol=Cross-domain evaluation2025.1153.332.4
GDRNetprotocol=Cross-domain evaluation2025.1152.835.2
SPSD-ViTTraining Set=Messidor-22026.0152.8—
GDRNetSource Domain=EyePACS2026.0352.8—
GREENprotocol=Cross-domain evaluation2025.1152.633.3
ProtoNetprotocol=Cross-domain evaluation2025.1152.333.7
CABNetprotocol=Cross-domain evaluation2025.1152.230.8
SD-ViTTraining Set=Messidor-22026.0151.8—
ATSprotocol=Cross-domain evaluation2025.1151.732.4
Mixupprotocol=Cross-domain evaluation2025.1149.430.2
MixStyleprotocol=Cross-domain evaluation2025.1148.825
DDAIGprotocol=Cross-domain evaluation2025.1148.731.6
ERM-ViTTraining Set=Messidor-22026.0147.9—
CLIP-DRprotocol=Cross-domain evaluation2025.1146.331.8
SemFewprotocol=Cross-domain evaluation2025.1145.629.3
DRGenTraining Set=Messidor-22026.0140.9—
ViT-B/16protocol=Cross-domain evaluation2025.1138.224.6
CLIPModel Category=VLM2026.01—44.3
CLIPVLM Method=CLIP2026.03—44.3
CLIP-DRModel Category=VLM2026.01—46.3
CLIP-DRVLM Method=CLIP-DR2026.03—46.3
DL+EKEModel Category=VLM2026.01—72
GenEvalVLM Method=GenEval2026.03—72
OrdinalCLIPModel Category=VLM2026.01—45.7
OrdinalCLIPVLM Method=OrdinalCLIP2026.03—45.7