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Papers Benchmarks Datasets Tasks

Domain-generalised Segmentation research benchmarks · SOTA2 Research

Domain-generalised Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SCGM target domain 100% labeled (leave-one-out)

84.03Dice

6

Feb 26, 2026

SCGM 20% labeled (target domain (leave-one-out))

81.11Dice Score

6

Feb 26, 2026

M&Ms 100% labeled (target domain (leave-one-out))

0.86Dice Score

6

Feb 26, 2026

M&Ms 5% labeled (target domain (leave-one-out))

82.12Dice Coefficient

6

Feb 26, 2026

M&Ms target domain 2% labeled (leave-one-out)

78.43Dice

6

Feb 26, 2026

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