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Papers Benchmarks Datasets Tasks

Multiclass Segmentation research benchmarks · SOTA2 Research

Multiclass Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UniMatch + ECOCSeg

0.905mIoU

15

Feb 26, 2026

MSRC 21-class (test)

78Accuracy

7

Apr 7, 2026

Multiclass Segmentation

30.07AAC

7

Apr 3, 2026

multi-class Betti matching loss

71.7Dice Coefficient

4

Feb 26, 2026

OCTA-500 (test)

82.9Dice

4

Feb 26, 2026

Platelet (test)

multi-class Betti matching loss

0.696Dice Coefficient

4

Feb 26, 2026

Popular datasets

ACDC Topcow MSRC OCTA-500 Platelet

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