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Papers Benchmarks Datasets Tasks

Semantic segmentation research benchmarks – Page 37 · SOTA2 Research

Semantic segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

76.06mIoU

13

Feb 26, 2026

70.6mIoU (Overall)

13

Feb 26, 2026

Cityscapes 1/4 partition (val)

78.2mIoU

13

Feb 26, 2026

French Land Parcel Identification System (PASTIS) (one fold of ~490 sequences)

83.2Overall Accuracy

13

Feb 26, 2026

TransNAS-Bench-101 Micro level search space

25.9mIoU

13

Feb 26, 2026

85.1mIoU

13

Apr 15, 2026

SYNTHIA to Cityscapes 16 classes (test)

70.43mIoU

13

Feb 26, 2026

CityScapes adapted from SYNTHIA (test val)

92.6Road IoU

13

Feb 26, 2026

Cityscapes (val)

87.8Road IoU

13

Feb 26, 2026

CITYSCAPES ~1/30 labeled samples 100 labels (val)

76.2mIoU

13

Feb 26, 2026

85.4Overall Accuracy

13

Feb 26, 2026

CARRADA RA view (test)

44.4mIoU

12

Jul 1, 2026

CARRADA RD view (test)

63.8mIoU (Mean IoU)

12

Jul 1, 2026

RS Datasets Average

59.9mIoU

12

Jun 30, 2026

59.7mIoU

12

Jun 30, 2026

KITTI-STEP (test)

59.5mIoU

12

Jun 26, 2026

KITTI-STEP (val)

57.3mIoU

12

Jun 26, 2026

ISPRS (Potsdam, Vaihingen) and LoveDA (Rural, Urban) Unsupervised Domain Adaptation (UDA)

CrossEarth-Gate

68.2P2V Transfer Score

12

Jun 18, 2026

Campus Navigation Offline (test)

84.7mIoU

12

Jun 2, 2026

DeepLabv3+ + OmniISR

34.28mIoU

12

May 21, 2026

DeepLabv3+ + OmniISR

50.49mIoU

12

May 21, 2026

FasterViT-0 + UPerNet

60.3mIoU

12

May 13, 2026

54F1 Score

12

May 8, 2026

52F1 Score

12

May 8, 2026

54F1 Score

12

May 8, 2026

Page 37 of 95

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