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Papers Benchmarks Datasets Tasks

CholecT45 dataset and benchmarks · SOTA2 Research

Research Datasets

CholecT45

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Surgical Triplet Recognition

CholecT45 (cross-val)

40.2AP (IVT)

10

Surgical action recognition

CholecT45 (val)

38.5Triplet mAP

6

Triplet Recognition

CholecT45-Scene

93.5AP (I)

5

Phase Recognition

CholecT45 Scene (test)

84.2Video-level Accuracy

4

Triplet-entity grounding

CholecT45 Scene

87.8IoU (Entity I)

4

Popular tasks

Phase Recognition Surgical action recognition Triplet Recognition Surgical Triplet Recognition Triplet-entity grounding

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