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Papers Benchmarks Datasets Tasks

Semantic segmentation research benchmarks – Page 56 · SOTA2 Research

Semantic segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FoodSeg195 (Split 2)

21.4mIoU (Class N)

8

Feb 26, 2026

FoodSeg195 (Split 1)

24mIoU (Unspecified)

8

Feb 26, 2026

FoodSeg103 1.0 (Split 3)

32.8mIoUn

8

Feb 26, 2026

FoodSeg103 1.0 (Split 2)

38.1mIoUn

8

Feb 26, 2026

FoodSeg103 1.0 (Split 1)

30mIoUn

8

Feb 26, 2026

67.4IoU

8

May 1, 2026

KITTI-360 RGB-L (test)

66.1mIoU

8

Feb 26, 2026

81.6mIoU

8

Feb 26, 2026

COCO 20^i (val)

34.8mIoU (20^0)

8

Feb 26, 2026

Cityscapes 1/16 split 1.0 (val)

77.3mIoU

8

Feb 26, 2026

PASCAL-Context (OOD)

71.1mIoU (Fog)

8

Feb 26, 2026

PASCAL-Context (Clean)

73.79mIoU

8

Feb 26, 2026

Cityscapes (val)

78.4mIoU (1/8 partition)

8

Feb 26, 2026

PASCAL VOC blender 1/4 partition 2012 (val)

81.03mIoU

8

Feb 26, 2026

PASCAL VOC blender 1/16 partition 2012 (val)

78.82mIoU

8

Feb 26, 2026

C-Driving (Target)

35.6mIoU (16 classes)

8

Feb 26, 2026

Object Style Compensation

44.1mIoU

8

Feb 26, 2026

Object Style Compensation

35.7mIoU

8

Feb 26, 2026

NYUv2 enriched (test)

53.34mIoU

8

Feb 26, 2026

COCO-Stuff mid-level 27 categories (test)

52.3mIoU

8

Feb 26, 2026

Cityscapes 11 steps (11-1)

79.3mIoU

8

Feb 26, 2026

Cityscapes 3 steps (11-5)

79.3mIoU

8

Feb 26, 2026

Fully Supervised Learning (FSL)

90.2Dice

8

Feb 26, 2026

Proposed Method

87.3DSC

8

Feb 26, 2026

image-aware organ-specific heads

86Dice Coefficient

8

Feb 26, 2026

Page 56 of 95

Popular datasets

Cityscapes Pascal VOC ADE20K COCO ScanNet

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