Table 5 Comparative analysis of different gesture recognition models.

From: Recognizing American Sign Language gestures efficiently and accurately using a hybrid transformer model

References

Dataset

Accuracy (%)

Error rate (%)

47

ASK gesture

96.01

3.99

48

ASL finger spelling

93.53

6.47

49

ASL

87.00

13

50

ASL finger spelling

98.45

1.55

51

HUST-ASL

98.93

1.07

52

Indian sign language alphabets

98.6

1.4

53

IPN hand

87.50

12.5

54

SHREC’17

97.01

2.99

55

ASL Finger spelling

99.52

0.48

Our

ASL alphabet

99.97

0.03

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