Optic Disc Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
Drishti-GS	Oracle	Dice Coefficient97.4	39	1mo ago
RIM-ONE r3	Oracle	Dice Score96.8	30	1mo ago
Refuge	MedSAM	DSC98	29	1mo ago
RIGA+ Messidor Target Domains (test)	DAPSAM	Messidor Base 1 Score96.34	22	22d ago
Drishti-GS (external val)	FunduSegmenter	DSC (%)97.09	20	1mo ago
IDRID		DSC96.99	20	1mo ago
GoDARTS		DSC (%)79.42	20	1mo ago
REFUGE2 Disc	MedSegDiffv2	Dice Coefficient96.7	18	1mo ago
IDRiD (test)	ConvNeXt-FD	Dice Score96.19	11	12d ago
RIM-ONE-r3 (test)	Proposed (CGPM)	Dice Score97.15	11	14d ago
REFUGE GoDARTS (external verification)	TransUNet	DSC92.04	10	1mo ago
RIM-ONE-r3 GoDARTS (external verification)	TransUNet	DSC (%)91	10	1mo ago
IDRiD Source: GoDARTS (external verification)	FunduSegmenter	DSC95.41	10	1mo ago
Multi-Dataset Average	FunduSegmenter	DSC92.52	10	1mo ago
REFUGE (external val)	FunduSegmenter	DSC (%)93.74	10	1mo ago
RIM-ONE r3 (external val)	FunduSegmenter	DSC89.61	10	1mo ago
GoDARTS (external val)		DSC (%)93.11	10	1mo ago
Papila	MedSAM	DSC96.3	9	3mo ago
Origa	MedSAM2	DSC97.1	9	3mo ago
Gamma	RetSAM	DSC97.4	9	3mo ago
G1020	SAM2	DSC95.1	9	3mo ago
Drions-DB	MedSAM2	DSC97.4	9	3mo ago
RIM-ONE R1 (test)		Agreement Score (Expert 1)0.178	6	3mo ago
REFUGE (test)	Wang et al.	DC96	5	3mo ago
Private UWF	RetSAM	DSC0.833	4	3mo ago

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