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M2CAI dataset and benchmarks · SOTA2 Research

Research Datasets

M2CAI

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Surgical workflow recognition

M2CAI 2016

89.45Accuracy

39

Surgical Video Recognition

M2CAI16

38.05Top-1 Accuracy

14

Medical Image Segmentation

M2CAI

88.1Dice

13

Visual Question Localization and Answering

M2CAI16 t=2

51.06Accuracy

10

Surgical Phase Recognition

M2CAI16 (test)

89.9Accuracy

10

Object Detection

m2cai16

53.9mAP

8

Surgical phase recognition

M2CAI16

92.2Accuracy

7

Surgical Phase Recognition

M2CAI 16 (five-fold cross-val)

75.2Accuracy

4

Popular tasks

Surgical Phase Recognition Object Detection Medical Image Segmentation Visual Question Localization and Answering Surgical workflow recognition

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