International Journal of Interdisciplinary Research
Table 6 Style classification performances of most infrequent 5 styles, punk, hip-hop, western, preppy, and military in terms of top-1 accuracy
From: Conceptual framework of hybrid style in fashion image datasets for machine learning
Style | Number of instances | Big transfer ResNetV2 (%) | EfficientNet (%) | Vision transformer (%) |
|---|---|---|---|---|
Punk | 382 | 5.88 | 19.61 | 47.06 |
Hip-hop | 1240 | 11.76 | 15.69 | 51.63 |
Western | 1712 | 15.45 | 24.55 | 61.82 |
Preppy | 2471 | 20.25 | 25.55 | 53.89 |
Military | 3633 | 32.29 | 31.18 | 60.13 |