Table 5 Comparison of computational efficiency and visual quality across different NST models.
Model type | Processing time (s) | Memory usage (MB) | Content score | Style score | Efficiency |
|---|---|---|---|---|---|
Full iterative | 15.2 | 1500 | 5.0 | 5.0 | Low |
Feed-forward (AdaIN) | 2.3 | 800 | 4.5 | 4.5 | High |
Lightweight CNN | 1.5 | 500 | 4.0 | 4.0 | Very high |
