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Papers Benchmarks Datasets Tasks

Cholecseg dataset and benchmarks · SOTA2 Research

Research Datasets

Cholecseg

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Semantic Segmentation

CholecSeg8k

0.819DSC

26

Surgical Scene Segmentation

CholecSeg 8k (OOD)

93.22mIoU

19

Instrument Segmentation

CholecSeg8k M2CAI-Seg (last episode)

80.88Gr IoU

17

Surgical Instrument Segmentation

Cholecseg8k (videos 12, 20, 48, 55)

71.03mIoU

3

Popular tasks

Semantic segmentation Surgical Instrument Segmentation Instrument Segmentation Surgical Scene Segmentation

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