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

Image Segmentation research benchmarks – Page 2 · SOTA2 Research

Image Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

KiTS19 kidney (tumor) (val)

Quality-Aware Memory Network

89.1DSC

11

Feb 26, 2026

KiTS19 kidney (organ) (val)

97.4DSC

11

Feb 26, 2026

MSD colon cancer (val)

Quality-Aware Memory Network

80.4DSC

11

Feb 26, 2026

MSD lung cancer (val)

Quality-Aware Memory Network

82DSC

11

Feb 26, 2026

97.95Accuracy

10

Mar 20, 2026

99.31Accuracy

10

Mar 20, 2026

5.54Running time per epoch (s)

10

Mar 13, 2026

91.9Dice

10

Mar 13, 2026

97F1 Score

10

Feb 26, 2026

SA-Co Gold (test)

54.1Avg CG F1

10

Feb 26, 2026

73.48mIoU

10

Feb 26, 2026

MSD Left Atrium (100 selected representative images)

93.07Mean Dice

9

Jun 2, 2026

MSRA-B (100 selected representative images)

0.974Mean Dice

9

Jun 2, 2026

CUB-200-2011 49 (test)

78mIoU

9

Feb 26, 2026

synthetic image 2 (L=8)

2Number of Iterations

8

Jul 3, 2026

synthetic image 1 L=1

2Number of Iterations

8

Jul 3, 2026

MicSim_FluoMT-Simple (test)

93.8Dice

8

Jun 23, 2026

99.12PA

8

Jun 16, 2026

99.03PA

8

Jun 16, 2026

PBD5K Difficult

99.13Pixel Accuracy (PA)

8

Jun 16, 2026

99.24PA

8

Jun 16, 2026

GreenTopo-AttUKANLite-SAUNetv2

82.74Dice

8

Jun 5, 2026

72.9mIoU

8

May 14, 2026

70.5mIoU

8

May 14, 2026

72.7mIoU

8

May 14, 2026

Page 2 of 6

Popular datasets

COCO LVIS ADE20K Pascal VOC MSD

Follow for updates

Join SOTA2 Contact