Diabetic Retinopathy Classification on DeepDR (test) benchmark leaderboard · SOTA2 Research

Diabetic Retinopathy Classification on DeepDR (test)

0.61AccuracyFishr

Evaluation Results

Method	Links
Fishr2024.06		0.61	0.721	0.301
Fishr2025.11		0.61	—	0.301
CABNet2024.06		0.554	0.7	0.32
CABNet2025.11		0.554	—	0.32
VAE-DG2024.06		0.536	0.754	0.334
HAPM2025.11		0.527	—	0.419
ATS2024.06		0.524	0.727	0.335
ATS2025.11		0.524	—	0.335
MDLT2024.06		0.502	0.731	0.337
MDLT2025.11		0.502	—	0.337
Mixup2024.06		0.497	0.707	0.333
Mixup2025.11		0.497	—	0.333
ERM2024.06		0.473	0.707	0.312
CLIP-DR2025.11		0.458	—	0.326
LGPN2025.11		0.457	—	0.343
GREEN2024.06		0.446	0.712	0.311
GREEN2025.11		0.446	—	0.311
DECO2024.06		0.403	0.782	0.358
GDRNet2024.06		0.4	0.761	0.35
GDRNet2025.11		0.4	—	0.35
ProtoNet2025.11		0.398	—	0.274
DRGen2024.06		0.394	0.785	0.316
DRGen2025.11		0.394	—	0.316
DDAIG2024.06		0.385	0.732	0.297
DDAIG2025.11		0.385	—	0.297
MIL-ViT2025.11		0.382	—	0.363
SemFew2025.11		0.352	—	0.238
MixStyle2024.06		0.32	0.533	0.146
MixStyle2025.11		0.32	—	0.146
ViT-B/162025.11		0.301	—	0.205