Table 7 Comparison of few-shot accuracy in different models.

From: Real-time retail planogram compliance application using computer vision and virtual shelves

Model

Few-shot accuracy

EfficientNet-B4

87.75%± 5.68%

ResNet101

64.54%±11.39%

FAN-based Hybrid Model

98.33%±0.03%