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CholecTriplet dataset and benchmarks · SOTA2 Research

Research Datasets

CholecTriplet

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Triplet Association

CholecTriplet 2021 (test)

39.4APIV

24

Component Detection

CholecTriplet 2021 (test)

82.1AP (Instance)

24

Triplet Association

CholecTriplet 2022 (Challenge)

36.15AP (IV)

12

Component Detection

CholecTriplet 2022 (Challenge)

85.66AP (I)

12

Triplet Segmentation

CholecTriplet-Seg (test)

86.61mAP (Instance)

8

Surgical action recognition

CholecTriplet 2022 (test)

37.4Triplet mAP

6

Triplet Detection

CholecTriplet-Seg (test)

66.52mAP (I)

4

Popular tasks

Component Detection Triplet Association Surgical action recognition Triplet Segmentation Triplet Detection

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