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Papers Benchmarks Datasets Tasks

Colorectal histopathology segmentation research benchmarks · SOTA2 Research

Colorectal histopathology segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SAGE-ConvNeXt+ViT-UNet

98.73Accuracy

11

Mar 24, 2026

DigestPath Patch

SAGE-ConvNeXt+ViT-UNet

97.69Accuracy

11

Mar 24, 2026

GlaS MICCAI 2015 (test B)

SAGE-ConvNeXt+ViT-UNet

91.55Accuracy

10

Mar 24, 2026

GlaS MICCAI 2015 (test A)

SAGE-ConvNeXt+ViT-UNet

92.96Accuracy

10

Mar 24, 2026

EBHI Adenocarcinoma (test)

SAGE-ConvNeXt+ViT-UNet

94.03Accuracy

10

Mar 24, 2026

Popular datasets

GLAS DigestPath EBHI

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