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Papers Benchmarks Datasets Tasks

Surgical Video Dataset dataset and benchmarks · SOTA2 Research

Research Datasets

Surgical Video Dataset

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Action Triplet Recognition

Surgical Video Dataset

87.3AP-I

8

Surgical Video Dataset

55.3C1 Score

8

Phase Recognition

Surgical Video Dataset

74.2F1 Score

7

Physical Realism Assessment

Surgical Video Dataset (EndoNeRF, CholecSeg8K, and PorcineEndo) (test)

4.02Physical Realism Score

5

Video Generation

Surgical Video Dataset (test)

224.28FVD

4

Popular tasks

Phase Recognition CVS Assessment Action Triplet Recognition Video Generation Physical Realism Assessment

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