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 14 · SOTA2 Research

Semantic segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Pascal Blended augmented (1/8 train)

79.3mIoU

32

Feb 26, 2026

45.64DLRSD mIoU

31

Apr 20, 2026

96.98DC

31

Mar 11, 2026

92.44Dice Coefficient (DC)

31

Mar 11, 2026

ADE20K 847 categories (val)

16.3mIoU

31

Feb 26, 2026

GTA to {Cityscapes, BDD100K, Mapillary, ACDC, DarkZurich} (val)

58.63mIoU (Cityscapes)

31

Feb 26, 2026

Dark Zurich (val)

52.8mIoU

31

Mar 26, 2026

75.39mIoU

31

Mar 31, 2026

PASCAL VOC 1/8 subset 2012 (val)

FPL+CPS w/ cutmix

77.75mIoU

31

Feb 26, 2026

68.72mIoU

31

Jun 2, 2026

Pascal-VOC Disjoint 15-5 2012

84.8mIoU (0-15)

31

Feb 26, 2026

BDD Night (test)

43.14Mean IoU

31

Feb 26, 2026

Pascal Blended 662 labels augmented (1/16 train)

78.5mIoU

31

Feb 26, 2026

Automotive NIR Real-world Exterior (val)

73.48mIoU

30

Jun 16, 2026

Automotive NIR Real-world Interior (val)

82.87mIoU

30

Jun 16, 2026

NYUv2 Forget set (train)

94.63mIoU

30

May 20, 2026

56.93mIoU

30

Jun 2, 2026

Pascal 1/4 labels VOC 2012

UniMatch + ECOCSeg

80.3mIoU

30

Feb 26, 2026

Pascal 1/8 labeled VOC 2012

UniMatch + ECOCSeg

79.8mIoU

30

Feb 26, 2026

COCO 1/128 925 labels

58.7mIoU

30

Feb 26, 2026

COCO 463 labels (1/256)

55.8mIoU

30

Feb 26, 2026

COCO 232 labels (1/512)

50.1mIoU

30

Feb 26, 2026

PASCAL VOC Original (Full) 2012 (train)

90.8mIoU

30

Feb 26, 2026

70.49mIoU (Mean)

30

Mar 4, 2026

S3DIS 81 (test)

71.1mAcc

30

Feb 26, 2026

Page 14 of 95

Popular datasets

Cityscapes Pascal VOC ADE20K COCO ScanNet

Follow for updates

Join SOTA2 Contact