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Papers Benchmarks Datasets Tasks

CholecT50 dataset and benchmarks · SOTA2 Research

Research Datasets

CholecT50

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Surgical action recognition

CholecT50

61.9mAP

15

Instrument Recognition

CholecT50

40.7i_mAP

8

Instrument-tissue interaction recognition

CholecT50 (RDV)

86.37API

8

Instrument-tissue interaction recognition

CholecT50 Unseen-Verb

74.31API

6

Surgical Action Planning

CholecT50 SAP (test)

47.37SLAcc Top-1

6

Surgical Triplet Association

CholecT50 (test)

39.4AP (IV)

6

Surgical Component Detection

CholecT50 (test)

92.1AP (Instrument)

6

Popular tasks

Instrument-tissue interaction recognition Surgical Component Detection Surgical Triplet Association Surgical action recognition Instrument Recognition

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