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Monusac dataset and benchmarks · SOTA2 Research

Research Datasets

Monusac

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Monusac

67.9MonaiDiceScore

11

Instance Segmentation

MoNuSAC

79.45Dice Score

10

Panoptic Segmentation

MoNuSAC 2020 (test)

73.11PQ

9

Multi-class Nuclei Segmentation

MoNuSAC 20% labeled data

78.1Dice (Object)

8

Mask-to-Image Consistency Alignment

MoNuSAC

86.71FS1

7

Image Quality Assessment

MoNuSAC

5.41FID

7

Popular tasks

Instance Segmentation Segmentation Image Quality Assessment Panoptic Segmentation Multi-class Nuclei Segmentation

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