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Papers Benchmarks Datasets Tasks

Semantic segmentation research benchmarks – Page 30 · SOTA2 Research

Semantic segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PASCAL VOC 1/20 2012 (val)

OpenSeg + Narr.

72.2mIoU

16

Feb 26, 2026

93.3Car Accuracy

16

Feb 26, 2026

Foggy Zurich (FZ) v2 (test)

48.4mIoU

16

Feb 26, 2026

ACDC online continual (test)

70.9Accuracy (Fog)

16

Feb 26, 2026

53.8mIoU

16

Feb 26, 2026

CamVid VGG16-encoder (test)

HN pre-training

86.03Global Accuracy

16

Feb 26, 2026

79.67mIoU

16

Feb 26, 2026

PartNet 1.0 (test)

65.5Average Score

16

Feb 26, 2026

PASCAL Person-Part (test)

73.9mIoU

16

Feb 26, 2026

72.83mIoU

16

Feb 26, 2026

Cityscapes 11 (val)

80.8mIoU

16

Feb 26, 2026

MaSS 13K 1,500 (test)

88.21mIoU

16

Feb 26, 2026

MaSS13K 500 (val)

88.97mIoU

16

Feb 26, 2026

Pascal VOC 1/2 labeled 2012

UniMatch V2 (published)

90mIoU

15

Jul 7, 2026

Cityscapes (val)

78.25mIoUclean

15

Jul 3, 2026

DLO Segmentation Dataset

74.05Mean IoU

15

Jun 23, 2026

83.9mIoU

15

Jun 16, 2026

75.7mIoU

15

Jun 16, 2026

77.24mIoU

15

May 26, 2026

Full FT (SAM 2-L)

90.2mIoU

15

May 26, 2026

Full FT (SAM 2-L)

93.6mIoU

15

May 26, 2026

Full FT (SAM 2-L)

92.5mIoU

15

May 26, 2026

90.1mIoU

15

May 26, 2026

MultiSenGe 10m GSD (test)

Confidence-guided Fusion

18.92mIoU

15

May 4, 2026

OSM 10m GSD (test)

Confidence-guided Fusion

30.69mIoU

15

May 4, 2026

Page 30 of 95

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Cityscapes Pascal VOC ADE20K COCO ScanNet

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