Diabetic Retinopathy Grading

Benchmarks

Dataset Name	SOTA Method	Metric
FGADR ESDG (test)	DECO	AUC65.5	24	1mo ago
APTOS ESDG (test)	DECO	AUC70.6	24	1mo ago
Messidor 2 (test)	DL+EKE	Accuracy80.5	15	1mo ago
DDR (test)	QMP-RETNet	Accuracy84.2	14	1mo ago
GDRBench DG leave-one-domain-out (test)	DECO	APTOS AUC81	13	1mo ago
Messidor 2 (held-out)	GenEval	Accuracy79.64	11	1mo ago
Messidor (held-out)	MedXAI (Fusion)	Accuracy68.3	11	1mo ago
Aptos (held-out)	GenEval	Accuracy73.46	11	1mo ago
ESDG Average (test)	GDRNet	AUC73.4	11	1mo ago
RLDR ESDG (test)	GDRNet	AUC79.7	11	1mo ago
Messidor ESDG (test)	GDRNet	AUC78.1	11	1mo ago
IDRID ESDG (test)	GDRNet	AUC72.9	11	1mo ago
DeepDR ESDG (test)		AUC78.5	11	1mo ago
GDR-Bench DG 1.0 (test)		DeepDR AUC79.9	11	1mo ago
EyePACS 100% (train)	Lesion-base CL	Quadratic Weighted Kappa83.22	11	1mo ago
EyePACS 25% (train)	Lesion-base CL	Quadratic Weighted Kappa80.74	11	1mo ago
EyePACS 10% (train)	Lesion-base CL	Quadratic Weighted Kappa77.49	11	1mo ago
EyePACS 5% (train)	Lesion-base CL	QW Kappa75.4	11	1mo ago
EyePACS 1% (train)	Lesion-base CL	Quadratic Weighted Kappa68.37	11	1mo ago
EyePACS (test)	DL+EKE	Accuracy80	10	1mo ago
Messidor (test)	DL+EKE	Accuracy69.5	10	1mo ago
APTOS (test)	SPSD-ViT	Accuracy75.1	10	29d ago
EyePACS (held-out target)	GenEval	Accuracy83.18	6	1mo ago
EyePACS	DL+EKE	Accuracy77.8	5	1mo ago
Eyepacs (held-out)	MedXAI (Fusion)	Accuracy74.8	5	1mo ago

Showing 25 of 34 rows