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 94 · SOTA2 Research

Semantic segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MSRS Haze (test)

99.19Background IoU

1

Mar 17, 2026

PBVS MARS-LS 2026 (test)

DualSwinFusionSeg

78.3mIoU

1

Mar 17, 2026

PBVS MARS-LS 2026 (dev)

DualSwinFusionSeg

86.7mIoU

1

Mar 17, 2026

Himalayan Glacial Lakes (val)

U-Net with EfficientNet-B3 backbone

99.58Accuracy

1

Feb 26, 2026

Human Body Segmentation

91Accuracy

1

Feb 26, 2026

Global Wheat Full (dev)

Proposed Self-Training Framework

0.748mIoU

1

Feb 26, 2026

48 blocks 4D spatio-temporal neuronal data (test)

80Dice Coefficient

1

Feb 26, 2026

88.01DSC

1

Feb 26, 2026

91.02DSC

1

Feb 26, 2026

91.77DSC

1

Feb 26, 2026

Adaptive Frequency Trigger

78.2ASR (Car To Road)

1

Feb 26, 2026

Pascal VOC Bounding Boxes 2012 (test)

0.747mIoU

1

Feb 26, 2026

Nighttime Driving Night2day transformed (test)

32.74mIoU

1

Feb 26, 2026

BDD Night2day transformed (test)

29.94Mean IoU

1

Feb 26, 2026

Cityscapes Extended traffic sign classes (val)

Complete Hierarchical Classification Approach

29.7mPA

1

Feb 26, 2026

Complete Hierarchical Classification Approach

57.7mPA (%)

1

Feb 26, 2026

Pascal VOC (train)

Fully Connected Deep Structured Networks

90.159IoU (bkg)

1

Feb 26, 2026

BraTS 2018 (test)

3D MRI brain tumor segmentation using autoencoder regularization

76.64Dice ET

1

Feb 26, 2026

—

—Primary metric

0

Apr 10, 2026

Carbide Segmentation Dataset

—

—Primary metric

0

Mar 24, 2026

GID5 (test val)

—

—Background IoU

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Cityscapes (val)

—

—mIoU

0

Feb 26, 2026

S3DIS ScanNet B10 N9 partition (test)

—

—mIoU

0

Feb 26, 2026

S3DIS ScanNet B12/N7 partition (test)

—

—mIoU

0

Feb 26, 2026

Page 94 of 95

Popular datasets

Cityscapes Pascal VOC ADE20K COCO ScanNet

Follow for updates

Join SOTA2 Contact