Image | Resolution | NNI | Bilinear | Bi-cubic | Learn | IBP | NBP | Proposed method |
---|---|---|---|---|---|---|---|---|
N1 | 2,048 × 2,560 | 25.270 | 25.840 | 26.146 | 25.894 | 28.917 | 29.180 | 29.250 |
N2 | 2,048 × 2,560 | 20.194 | 20.764 | 21.049 | 20.930 | 23.504 | 23.513 | 23.786 |
N5 | 2,048 × 2,560 | 24.784 | 25.293 | 25.643 | 25.759 | 27.805 | 27.980 | 28.260 |
N4 | 2,560 × 2,048 | 22.649 | 23.250 | 23.661 | 23.831 | 26.008 | 26.233 | 26.509 |
N6 | 2,560 × 2,048 | 31.849 | 32.634 | 33.021 | 33.128 | 35.923 | 35.930 | 36.380 |
N7 | 2,560 × 2,048 | 22.113 | 22.560 | 22.850 | 22.843 | 24.966 | 24.914 | 25.309 |
N8 | 2,560 × 2,048 | 19.048 | 19.321 | 19.646 | 19.723 | 21.321 | 21.239 | 21.441 |
QFHD_P01 | 3,840 × 2,160 | 30.700 | 31.605 | 32.128 | 32.108 | 36.036 | 35.656 | 36.643 |
QFHD_P03 | 3,840 × 2,160 | 22.607 | 23.071 | 23.624 | 23.881 | 26.040 | 25.962 | 26.482 |
QFHD_P04 | 3,840 × 2,160 | 29.424 | 30.531 | 31.118 | 31.187 | 35.811 | 35.238 | 36.074 |
world_satellite | 6,000 × 4,190 | 22.488 | 23.215 | 23.508 | 23.495 | 25.980 | 25.830 | 26.090 |
Average | 24.648 | 25.280 | 25.672 | 25.707 | 28.392 | 28.286 | 28.748 |