Attribute

Kong et al. [10]

Malu et al. [11]

Proposed-AlexNet

Proposed-ResNet50

Balancing Element

0.220

0.186

0.320

0.339

Color Harmony

0.471

0.475

0.494

0.539

Interesting Content

0.508

0.584

0.537

0.580

Shadow Depth of Field

0.479

0.495

0.511

0.553

Good Lighting

0.443

0.399

0.459

0.488

Motion Blur

-

-

0.434

0.416

Object Emphasis

0.602

0.666

0.648

0.673

Repetition

-

-

0.508

0.530

Rule of Thirds

0.225

0.178

0.288

0.279

Symmetry

-

-

0.496

0.475

Vivid Color

0.648

0.681

0.686

0.715

Overall Aesthetic Score

0.654²/0.678

0.689

0.656

0.708