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Optic disc and cup segmentation research benchmarks · SOTA2 Research

Optic disc and cup segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Drishti-GS (target domain)

0.974Dice (Disc)

15

Apr 24, 2026

RIGA+ BinRushed source, Base1 target 1.0 (test)

4.44HDOD

12

Mar 17, 2026

Multi-Dataset Average

90.51DSC

10

Apr 24, 2026

RIM-ONE r3 (target domain)

96.8Dice (Disc)

9

Feb 26, 2026

RIM-ONE Zero-Shot 64 samples

80.64Dice (Cup)

8

Apr 13, 2026

PAPILA Zero-shot 488 samples

61.53Dice (Cup)

8

Apr 13, 2026

DRISHTI-GS + REFUGE (combined test)

86.03Dice (Cup)

8

Apr 13, 2026

Internal 275 samples (test)

89.57Dice (Cup)

8

Apr 13, 2026

Drishti-GS (test)

93.14Dice OC

6

Feb 26, 2026

89.12Dice OC

6

Feb 26, 2026

RIGA+ BinRushed source, Base2 target 1.0 (test)

5.1HDOD

3

Mar 17, 2026

RIM-ONE r3 (test)

80.89Dice Score

3

Feb 26, 2026

RIGA+ Magrabia source, Base3 target 1.0 (test)

5.42HDOD

2

Mar 17, 2026

RIGA+ Magrabia source, Base2 target 1.0 (test)

5.04HDOD

2

Mar 17, 2026

RIGA+ Magrabia source, Base1 target 1.0 (test)

5.57HDOD

2

Mar 17, 2026

RIGA+ BinRushed source, Base3 target 1.0 (test)

5.5HDOD (Distance)

2

Mar 17, 2026

Popular datasets

RIGA RIM-ONE Drishti-GS RIGA+REFUGE

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