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

ColonDB dataset and benchmarks · SOTA2 Research

Research Datasets

ColonDB

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Polyp Segmentation

ColonDB

93.27mDice

96

Polyp Segmentation

ColonDB (test)

0.838DICE

47

Pixel-level Anomaly Detection

ColonDB

90.4AUROC

39

2D binary segmentation

ColonDB

92.4Dice Score

14

ColonDB

83.2AUROC

12

Instance Segmentation

ColonDB (Eval-Unseen-Set)

0.857IoU

12

Polyp Segmentation

ColonDB (Unseen)

85.9mDice

12

Medical Image Segmentation

ColonDB (Target)

71.9DSC (%)

11

Semantic Segmentation

ColonDB Noisy OOD (test)

70.2Dice

11

Image Polyp Segmentation

ColonDB

75.8mDice

9

Anomaly Localization

ColonDB Medical (test)

85.1AUROC

8

Medical Image Segmentation

ColonDB

87.4IoU

5

Popular tasks

Polyp Segmentation Medical Image Segmentation Instance Segmentation Semantic segmentation Segmentation

Follow for updates

Join SOTA2 Contact