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Papers Benchmarks Datasets Tasks

Semantic segmentation research benchmarks – Page 72 · SOTA2 Research

Semantic segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

89.33mIoU

6

Feb 26, 2026

CamVid 14 (test)

Veritatem Dies Aperit

59.1mIoU

6

Feb 26, 2026

Semantic3D reduced-8 challenge (Fold 5)

97.4Man-made Terrain IoU

6

Feb 26, 2026

NYUDepth 13-Class v2

Multiscale Convolutional Network

66.9Class Accuracy

6

Feb 26, 2026

ScanNet scenes (val)

Ours (novel viewpoints)

53.8mIoU (Step 1)

6

Feb 26, 2026

KITTI-360 39 (test)

64.5mIoU

6

Feb 26, 2026

Cityscapes to ACDC (Snow)

47.3mIoU

5

Jul 9, 2026

Moonstone Mare (Downstream)

93.6mIoU

5

Jul 7, 2026

Moonstone Craters (Downstream)

76.8mIoU

5

Jul 7, 2026

ADE20K 1/16 (1263)

UniMatch V2 (published)

46.7mIoU

5

Jul 7, 2026

ADE20K 1/32 (631)

UniMatch V2 (published)

45mIoU

5

Jul 7, 2026

CVOGL-Seg Ground → Satellite (test)

33.02mIoU

5

Jun 30, 2026

CVOGL-Seg Drone → Satellite (test)

46.79mIoU

5

Jun 30, 2026

44.45mIoU

5

Jun 29, 2026

53.84mIoU

5

Jun 29, 2026

ACDC Rain (val)

46.45mIoU

5

Jun 29, 2026

ACDC Snow (val)

46.48mIoU

5

Jun 29, 2026

Sand-Fire (test)

22.14mIoU (CS -> Fire)

5

Jun 29, 2026

SkyScapes Dense

57.3Dice Coefficient

5

Jun 25, 2026

SpectralEarth EnMAP (test)

SpectralEarth-L

72.7Cdl Accuracy

5

Jun 23, 2026

m-NeonTree GeoBench (test)

59.1mIoU

5

Jun 23, 2026

85.52mIoU

5

Jun 18, 2026

Unseen-Class Medical Datasets BraTS M&Ms-2

25.83Dice Score (BraTS)

5

Jun 16, 2026

ScanNet 2-views (novel views)

64.32mIoU

5

Jun 9, 2026

Replica Context views

0.5mIoU

5

Jun 9, 2026

Page 72 of 95

Popular datasets

Cityscapes Pascal VOC ADE20K COCO ScanNet

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