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Papers Benchmarks Datasets Tasks

BernBypass dataset and benchmarks · SOTA2 Research

Research Datasets

BernBypass

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Phase recognition

BernBypass70 (test)

50Top-1 Accuracy

21

Surgical Scene Understanding

BernBypass70

71.5Phase Accuracy

16

Surgical Phase Recognition

BernBypass

43.54Average F1

15

Surgical Step Recognition

BernBypass70

9.3F1 Score

8

Surgical Phase Recognition

BernBypass70

24.1F1 Score

8

Popular tasks

Surgical Phase Recognition Phase Recognition Surgical Scene Understanding Surgical Step Recognition

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