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Papers Benchmarks Datasets Tasks

Semantic segmentation research benchmarks – Page 84 · SOTA2 Research

Semantic segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ScanNet v2 (train)

81.6mIoU

4

Feb 26, 2026

Dark Zurich 35 (val)

55.9mIoU

4

Feb 26, 2026

69.1mIoU

4

Feb 26, 2026

Cityscapes half

20.7FPS

4

Feb 26, 2026

Cityscapes full

18.6FPS

4

Feb 26, 2026

Cityscapes 8 classes (test)

60.47mIoU

4

Feb 26, 2026

DeepFashion-MM 10 classes (test)

55.65mIoU

4

Feb 26, 2026

DeepFashion-MM 8 classes (test)

68.4mIoU

4

Feb 26, 2026

CelebAMask-HQ 19 classes

59.9mIoU

4

Feb 26, 2026

ADE20K 150 (val)

64.3GFLOPS

4

Feb 26, 2026

29.7mIoU

4

Feb 26, 2026

50.2S0 Fold Score

4

Feb 26, 2026

DSEC-Semantic supervised setting

89.37Accuracy

4

Feb 26, 2026

Head Segmentation 6-class

92.8Top-1 Acc

4

Feb 26, 2026

Multi-source Domain Generalization GTAV + SYNTHIA (test)

47.43mIoU (CityScapes)

4

Feb 26, 2026

Cityscapes (val)

94.2Road IoU

4

Feb 26, 2026

NightCity (val)

61.07mIoU

4

Feb 26, 2026

GTA5 to SYNTHIA val (test)

Baseline + SAN + SAW (All)

30.79mIoU

4

Feb 26, 2026

GTA5 to Mapillary (val test)

Baseline + SAN + SAW (All)

41.86mIoU

4

Feb 26, 2026

GTA5 to BDD100K (val test)

Baseline + SAN + SAW (All)

37.34mIoU

4

Feb 26, 2026

Cityscapes 10 (test)

45.33mIoU

4

Feb 26, 2026

86mIoU

4

Feb 26, 2026

Event Segmentation dataset (test)

90.12Accuracy

4

Feb 26, 2026

COCO-Stuff 2017 (full)

46.7mIoU

4

Feb 26, 2026

SYNTHIA to IDD 13 common classes (val)

44mIoU

4

Feb 26, 2026

Page 84 of 95

Popular datasets

Cityscapes Pascal VOC ADE20K COCO ScanNet

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