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Semantic segmentation research benchmarks – Page 42 · SOTA2 Research

Semantic segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Nighttime Semantic Segmentation (test)

41.6mIoU

11

Apr 29, 2026

GTAV to {BDD, CS, MV} (test)

41.7mIoU (BDD)

11

Apr 8, 2026

76.67Façade IoU

11

Apr 3, 2026

0.767Facade Score

11

Apr 3, 2026

7.3FPS

11

Mar 30, 2026

Cityscapes (1/8 labeled split)

84.9mIoU

11

Mar 24, 2026

84.6mIoU

11

Mar 19, 2026

51.52RO

11

Mar 16, 2026

M4D Dataset 24 (test)

97.02SeaSurface IoU

11

Mar 12, 2026

90Dice Score

11

Mar 5, 2026

Pascal Context 60 classes (val)

54.3mIoU

11

Feb 26, 2026

Cityscapes (val)

82.2mIoU

11

Feb 26, 2026

ColonDB Noisy OOD (test)

70.2Dice

11

Feb 26, 2026

ClinicDB Noisy OOD (test)

78.2Dice Score

11

Feb 26, 2026

88.9Dice

11

Feb 26, 2026

37.97mIoU

11

Feb 26, 2026

24.75mIoU

11

Feb 26, 2026

27.85mIoU

11

Feb 26, 2026

67.69mIoU

11

Feb 26, 2026

57.62mIoU

11

Feb 26, 2026

MICCAI Grand Challenge 2023 (test)

0.871DSC (PS)

11

Feb 26, 2026

PhenoBench (val)

85.55mIoU

11

Apr 14, 2026

ADE20K (50-50 (3 steps))

54.9mIoU (0-50 Classes)

11

Feb 26, 2026

0.838mIoU

11

Feb 26, 2026

Cityscapes (11-1)

83.8mIoU

11

Feb 26, 2026

Page 42 of 95

Popular datasets

Cityscapes Pascal VOC ADE20K COCO ScanNet

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