Table 5 Test Accuracy (Presented as Percentages %) of Laparoscopic-Only and Mixed Models on Laparoscopic, Thoracic, and Mixed Data.

From: A Comprehensive Video Dataset for Surgical Laparoscopic Action Analysis

Model

Mixed Test Accuracy

Laparoscopic Test Accuracy

Thoracic Test Accuracy

Laparoscopic-Only Model

79.97%

81.59%

43.75%

Mixed Model

85.90%

86.66%

65.62%