Table 7 Comparison of ER-BLS with different backbones and Transfer Learning on SCUT-FBP5500
From: RETRACTED ARTICLE: Facial beauty prediction fusing transfer learning and broad learning system
Backbones | Transfer learning | Training time (s) | Testing AC (%) | PC |
|---|---|---|---|---|
EfficientNetB1 | No | 791.05 | 61.65 | 0.7680 |
Yes | 689.09 | 71.59 | 0.9085 | |
EfficientNetB3 | No | 1033.91 | 63.66 | 0.7895 |
Yes | 881.34 | 72.13 | 0.9127 | |
EfficientNetB5 | No | 1262.44 | 62.75 | 0.8361 |
Yes | 1031.13 | 73.22 | 0.9209 | |
EfficientNetB7 | No | 1426.64 | 61.75 | 0.8763 |
Yes | 1291.83 | 74.69 | 0.9303 |