Table 2.
Comparison of objective metrics on proposed datasets. Bold: Best, Red: Second Best, Blue: Third Best.
| Methods | EN | MI | SF | VIF | Qabf | SSIM | AG | PSNR |
|---|---|---|---|---|---|---|---|---|
| CNN (2017) | 7.484 | 7.879 | 19.716 | 1.347 | 0.686 | 0.683 | 6.135 | 67.963 |
| GACN (2022) | 7.522 | 7.468 | 20.632 | 1.288 | 0.706 | 0.645 | 6.686 | 68.156 |
| MDLSR (2024) | 7.447 | 8.298 | 20.009 | 1.362 | 0.699 | 0.680 | 6.309 | 67.780 |
| SAMF (2024) | 7.528 | 7.543 | 20.445 | 1.272 | 0.685 | 0.639 | 6.588 | 68.184 |
| ZMFF (2023) | 7.499 | 5.463 | 21.328 | 1.069 | 0.652 | 0.645 | 6.997 | 67.781 |
| U2Fusion (2022) | 7.479 | 6.160 | 12.135 | 1.073 | 0.534 | 0.682 | 4.575 | 69.888 |
| MUFusion (2023) | 7.613 | 5.324 | 20.247 | 1.067 | 0.563 | 0.640 | 7.326 | 68.545 |
| Ours | 7.567 | 5.598 | 21.498 | 1.189 | 0.653 | 0.667 | 7.121 | 68.720 |