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Papers Benchmarks Datasets Tasks

Semantic segmentation research benchmarks – Page 32 · SOTA2 Research

Semantic segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FoggyCityscapes v1 (test)

75.66mIoU

15

Feb 26, 2026

PASCAL Context PC60 (val)

36.7mIoU

15

Feb 26, 2026

ADE20K 100-10 (6)

0.443mIoU (Classes 0-100)

15

Feb 26, 2026

ADE20K 70 (val)

59.4mIoU

15

Jul 2, 2026

80.5Road IoU

15

Feb 26, 2026

SYNTHIA to UAVID

76.1Road IoU

15

Feb 26, 2026

Pascal VOC 19-1 Overlapped 2012

83.9mIoU (Classes 1-19)

15

Feb 26, 2026

Tomographic LayerCAM

55F1 Score

15

Feb 26, 2026

Tomographic LayerCAM

49F1-score

15

Feb 26, 2026

Chesapeake Bay watershed 1-m images and 30-m labels (test)

65.57Accuracy (Delaware)

15

Feb 26, 2026

Pascal VOC Wood (test)

65.84mIoU

15

Feb 26, 2026

ADE20K open-vocabulary

30.8mIoU

15

Feb 26, 2026

Pascal Context 459 classes (test)

25.8mIoU

15

Feb 26, 2026

MFNet 1.0 (nighttime)

69.4mAcc

15

Feb 26, 2026

MFNet 1.0 (daytime)

65.5mAcc

15

Feb 26, 2026

WildPASS (test)

65.18mIoU

15

Feb 26, 2026

Cityscapes 19 classes

67.75mIoU

15

Feb 26, 2026

SYNTHIA to Cityscapes v1 (val)

86.4Road IoU

15

Feb 26, 2026

PASCAL-Context (unseen)

66.7mIoU

15

Feb 26, 2026

Cityscapes and IDDA (test)

64.22mIoU (Country Seen)

15

Feb 26, 2026

Cityscapes 1-1 21 steps (final)

79.3mIoU

15

Feb 26, 2026

Pascal VOC 2012

76.91mIoU (Classes 0-5)

15

Feb 26, 2026

GTA5 to C-driving (test)

27.1mIoU (Rainy)

15

Feb 26, 2026

Pascal-VOC 11 tasks 2012 10-1 (val)

78.4mIoU (0-10)

15

Feb 26, 2026

95.8Road IoU

15

Feb 26, 2026

Page 32 of 95

Popular datasets

Cityscapes Pascal VOC ADE20K COCO ScanNet

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