Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Semantic segmentation research benchmarks – Page 88 · SOTA2 Research

Semantic segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

KITTI-360 predicted (future frames)

94.2Pixel Accuracy

3

Mar 6, 2026

KITTI-360 (overall frames)

94.7PA

3

Mar 6, 2026

Increasing Foggy Cityscapes

73.4mIoU (Clear)

3

Mar 4, 2026

19.77Background IoU

3

Feb 27, 2026

54.03Dynamic IoU

3

Feb 26, 2026

MMS 3D Point Cloud (Scene 2)

44.1mIoU

3

Feb 26, 2026

MMS 3D Point Cloud (Scene 1)

43.6mIoU

3

Feb 26, 2026

37.7Clean mIoU

3

Feb 27, 2026

PerSeg one-shot

95.7mIoU

3

Feb 26, 2026

LVIS-92i one-shot

13.7mIoU

3

Feb 26, 2026

Feature4X (single CLIP head)

51mIoU

3

Feb 26, 2026

AEO (Aria Everyday Objects) (val)

55.9mIoU

3

Feb 27, 2026

Cityscapes mid-term

62.7mIoU (All)

3

Feb 26, 2026

Cityscapes short-term

73.9Overall Score

3

Feb 26, 2026

Cardiac Step II masks (test)

SLIC + DSSstep2

0.139UE

3

Feb 26, 2026

Thyroid Step II masks (test)

Deep Spectral Methods for Ultrasound

0.042UE

3

Feb 26, 2026

Carotid Step II masks (test)

Deep Spectral Methods for Ultrasound

0.03UE

3

Feb 26, 2026

Structured3D S3D8

0.773mIoU

3

Feb 26, 2026

Stanford2D3D Pinhole SPin8

67.28mIoU

3

Feb 26, 2026

63.21mIoU

3

Feb 26, 2026

OpenEarthMap (val)

62.24IoU

3

Feb 26, 2026

48.97IoU

3

Feb 26, 2026

Semantic Segmentation Indoor Categories (in-domain)

89.47Bed Accuracy

3

Feb 26, 2026

UAVid (Sequence #31)

0.619mIoU

3

Feb 26, 2026

UAVid (Sequence #14)

74.1mIoU (%)

3

Feb 26, 2026

Page 88 of 95

Popular datasets

Cityscapes Pascal VOC ADE20K COCO ScanNet

Follow for updates

Join SOTA2 Contact