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Semantic segmentation research benchmarks – Page 29 · SOTA2 Research

Semantic segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Potsdam&Vaihingen Cross Spectral Band

64.99mIoU

16

Mar 17, 2026

LoveDA Cross-Style

59.11mIoU

16

Mar 17, 2026

FLAIR Cross-Regional

63.18mIoU

16

Mar 17, 2026

Five-Billion-Pixels (Cross-Regional)

60.32mIoU

16

Mar 17, 2026

Five-Billion-Pixels Cross-sensor

66.19mIoU

16

Mar 17, 2026

Dv-58 Synthetic-to-Real (test)

55.4ACDC-41 Score

16

Feb 26, 2026

Dv-19 Synthetic-to-Real (test)

52.2CS-19 Score

16

Feb 26, 2026

2.113R1

16

Feb 26, 2026

66.16IoU (R)

16

Feb 26, 2026

Taskonomy tiny (test)

73.7mIoU

16

Feb 27, 2026

77.7mIoU

16

Feb 26, 2026

71.61mPA

16

Feb 26, 2026

75.68IoU (Water)

16

Feb 26, 2026

46.9mIoU

16

Feb 26, 2026

PASCAL VOC 2012 V21 (val)

65.8mIoU

16

Feb 26, 2026

relabeled PASCAL VOC 2012 (test)

CascadePSP (CasPSP)

92.86IoU

16

Feb 26, 2026

8 Dataset Aggregate (VOC, Context, Object, VOC20, Context59, Stuff, City, ADE)

44.4mIoU (Average)

16

Feb 26, 2026

89.3Avg Accuracy

16

Mar 31, 2026

83.3mIoU

16

Feb 26, 2026

31.6mIoU

16

Feb 26, 2026

COCO closed-vocabulary

68.3mIoU

16

Feb 26, 2026

Pascal VOC PAS-20 (val)

0.955mIoU

16

Feb 26, 2026

Universal Model

97Dice

16

Jun 4, 2026

Mapillary Vistas (test)

44.76mIoU

16

Feb 26, 2026

Taskonomy (test)

73.7mIoU

16

Feb 26, 2026

Page 29 of 95

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Cityscapes Pascal VOC ADE20K COCO ScanNet

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