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Papers Benchmarks Datasets Tasks

Surgical skill classification research benchmarks · SOTA2 Research

Surgical skill classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

JIGSAWS Knot Tying

99.9Micro Accuracy

4

Feb 26, 2026

JIGSAWS Needle Passing

100Micro Accuracy

4

Feb 26, 2026

JIGSAWS Suturing

100Micro Accuracy

4

Feb 26, 2026

Microanastomosis surgical skill dataset (test)

AI Framework for Microanastomosis Motion Assessment

77Precision

3

Feb 26, 2026

Popular datasets

JIGSAWS Microanastomosis surgical skill dataset

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