Multi-focus Image Fusion on UHD-MFF Real
43.6695Standard Deviation (SD)GIFNet
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GIFNet2026.06 | 43.6695 | 3.013 | 6.7784 | 0.4957 | 19.52 | 2.0124 | 5.441 | |
| UMF-LUT2026.06 | 41.8366 | 4.8029 | 6.9588 | 1.3814 | 72.9 | 3.0344 | 8.8598 | |
| CCSR-Net2026.06 | 41.6663 | 4.5768 | 6.9491 | 1.341 | 70.02 | 2.9764 | 8.7278 | |
| DRPL2026.06 | 41.2584 | 4.554 | 6.8674 | 1.3187 | 69.38 | 2.9273 | 8.813 | |
| MSFIN-Fusion2026.06 | 41.041 | 4.7667 | 6.954 | 1.3038 | 71.45 | 2.9993 | 8.6925 | |
| SESF2026.06 | 41.0118 | 4.6523 | 6.7696 | 1.3628 | 70.15 | 3.0181 | 8.7894 | |
| TC-MoA2026.06 | 40.8527 | 3.854 | 6.7344 | 1.2048 | 68.28 | 2.9395 | 8.6218 | |
| FusionGCN2026.06 | 40.6867 | 4.6535 | 6.9472 | 1.3147 | 70.78 | 2.8628 | 8.6057 | |
| SMFuse2026.06 | 39.2386 | 3.5286 | 6.8001 | 0.8858 | 37.39 | 1.6319 | 4.7578 | |
| Fusion2Void2026.06 | 34.3669 | 3.4135 | 6.6375 | 0.8356 | 35.35 | 1.6709 | 5.1135 |