Table 3 Results of different vision transformers as a classifiers against the proposed model. Here, Diet and PVT: stand for Data efficient Image Transformer and, Pyramid Vision Transformer respectively.

From: Improved pulmonary embolism detection in CT pulmonary angiogram scans with hybrid vision transformers and deep learning techniques

Model

ACC(%)

Pre(%)

Rec(%)

F1-score(%)

MCC

DeiT

88.64

86.15

84.56

83.94

0.79

PVT

92.34

90.92

89.06

88.57

0.84

Swin Transformer

93.71

90.20

91.00

93.14

0.81

The proposed method

97.80

98.71

96.33

96.81

0.95

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