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

Segmentation research benchmarks – Page 22 · SOTA2 Research

Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

80.22Dice Score

2

Mar 30, 2026

Straylight dataset

Straylight Model

83.2PaP

2

Feb 26, 2026

Traditional method

0.68Dice

2

Feb 26, 2026

COCO-NS (Non-Salient) (test val)

76.5mIoU

2

Feb 26, 2026

COCO-S Salient (test val)

77.8IoU

2

Feb 26, 2026

COCO all (test val)

77.5IoU

2

Feb 26, 2026

50.6mIoU

2

Feb 26, 2026

FCN + DenoiseRep

29.9BIoU

2

Feb 26, 2026

70.65IoU

2

Feb 26, 2026

90Precision

2

Feb 26, 2026

Conditional Colors

0.99Precision

2

Feb 26, 2026

99Precision

2

Feb 26, 2026

Prostate RUNMC to BMC domain shift (test)

71Dice

2

Feb 26, 2026

Prostate BMC to RUNMC domain shift (test)

59Dice

2

Feb 26, 2026

Prostate RUNMC (val)

82.4Dice

2

Feb 26, 2026

Prostate BMC (val)

82Dice

2

Feb 26, 2026

Chest X-ray NIH to JRST domain shift (test)

0.85Dice Score

2

Feb 26, 2026

Chest X-ray JRST to NIH domain shift (test)

85Dice

2

Feb 26, 2026

Chest X-ray (NIH) (val)

0.97Dice

2

Feb 26, 2026

Chest X-ray (JRST) (val)

94Dice

2

Feb 26, 2026

Intracoronary OCT Images

Moraes et al. (2013)

99.29TP

1

Feb 27, 2026

LA dataset clean (test)

91.61Dice Coefficient

1

Feb 26, 2026

Segmentation Model

83F1 Score

1

Feb 26, 2026

TwoHead-SwinFPN

57.24Mean Dice Score

1

Feb 26, 2026

FMC_UIA 2026 (val)

Multi-Head Multi-Task Learning

75.43Mean DSC

1

Feb 26, 2026

Page 22 of 23

Popular datasets

BraTS COCO ISIC BTCV MSD

Follow for updates

Join SOTA2 Contact