Multi-focus Image Fusion on MFFW
0.9409QMIIPS
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| IPS2026.03 | 0.9409 | — | — | — | — | 0.088 | 0.7395 | 0.671 | 0.71 | 0.8271 | — | — | — | — | |
| ReDiffuse2026.03 | 0.864 | — | — | — | — | — | — | — | 0.708 | — | 0.644 | 0.727 | 0.832 | 0.987 | |
| FusionDiff2026.03 | 0.821 | — | — | — | — | — | — | — | 0.659 | — | 0.574 | 0.654 | 0.75 | 0.98 | |
| ReFusion2026.03 | 0.814 | — | — | — | — | — | — | — | 0.655 | — | 0.568 | 0.65 | 0.771 | 0.98 | |
| VDMUFuse2026.03 | 0.803 | — | — | — | — | — | — | — | 0.533 | — | 0.469 | 0.573 | 0.504 | 0.96 | |
| Fusion2Void2026.03 | 0.7881 | — | — | — | — | 0.092 | 0.7294 | 0.6457 | 0.6758 | 0.8216 | — | — | — | — | |
| DeepM2CDL2026.03 | 0.778 | — | — | — | — | — | — | — | 0.672 | — | 0.566 | 0.666 | 0.815 | 0.982 | |
| ZMFF2026.03 | 0.766 | — | — | — | — | — | — | — | 0.666 | — | 0.564 | 0.647 | 0.809 | 0.975 | |
| CCF2026.03 | 0.761 | — | — | — | — | — | — | — | 0.45 | — | 0.375 | 0.432 | 0.391 | 0.944 | |
| TC-MoA2026.03 | 0.755 | — | — | — | — | — | — | — | 0.603 | — | 0.465 | 0.531 | 0.772 | 0.979 | |
| ZMFF2026.03 | 0.7274 | — | — | — | — | 0.0858 | 0.7179 | 0.6326 | 0.6509 | 0.8182 | — | — | — | — | |
| CNN2026.03 | 0.7152 | — | — | — | — | 0.0833 | 0.6423 | 0.6207 | 0.6048 | 0.8175 | — | — | — | — | |
| Mask-DiFuser2026.03 | 0.713 | — | — | — | — | — | — | — | 0.559 | — | 0.437 | 0.537 | 0.589 | 0.949 | |
| MFF-GAN2026.03 | 0.709 | — | — | — | — | — | — | — | 0.574 | — | 0.441 | 0.489 | 0.739 | 0.969 | |
| IFCNN2026.03 | 0.7003 | — | — | — | — | 0.0853 | 0.6635 | 0.5882 | 0.591 | 0.817 | — | — | — | — | |
| SwinFusion2026.03 | 0.7001 | — | — | — | — | 0.0621 | 0.6333 | 0.565 | 0.5834 | 0.8167 | — | — | — | — | |
| SwinFusion2026.03 | 0.7 | — | — | — | — | — | — | — | 0.603 | — | 0.463 | 0.505 | 0.747 | 0.968 | |
| GIFNet2026.03 | 0.696 | — | — | — | — | — | — | — | 0.451 | — | 0.366 | 0.385 | 0.493 | 0.932 | |
| DSIFT2026.03 | 0.6902 | — | — | — | — | 0.0835 | 0.646 | 0.621 | 0.6064 | 0.8168 | — | — | — | — | |
| DCT_Corr2026.03 | 0.6897 | — | — | — | — | 0.0838 | 0.6547 | 0.6087 | 0.5958 | 0.8168 | — | — | — | — | |
| MFF-GAN2026.03 | 0.6617 | — | — | — | — | 0.0919 | 0.6255 | 0.5491 | 0.5591 | 0.8158 | — | — | — | — | |
| U2Fusion2026.03 | 0.6436 | — | — | — | — | 0.0879 | 0.5747 | 0.5183 | 0.5281 | 0.8148 | — | — | — | — | |
| CCF2024.11 | — | 79.02 | 8.18 | 24.3 | 2.78 | — | — | — | — | — | — | — | — | — | |
| DDFM2024.11 | — | 56.34 | 4.47 | 12.21 | 0.9 | — | — | — | — | — | — | — | — | — | |
| DeFusion2024.11 | — | 54.75 | 4.76 | 12.72 | 0.5 | — | — | — | — | — | — | — | — | — | |
| TC-MoA2024.11 | — | 57.55 | 6.95 | 20.67 | 1.03 | — | — | — | — | — | — | — | — | — | |
| Text-IF2024.11 | — | 66.27 | 7.72 | 21.58 | 2.27 | — | — | — | — | — | — | — | — | — | |
| U2Fusion2024.11 | — | 67.83 | 8.08 | 22.19 | 2.67 | — | — | — | — | — | — | — | — | — |