Multi-Exposure Image Fusion on MEFB
71.88Standard Deviation (SD)CCF
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| CCF2024.11 | 71.88 | — | — | 5.7 | 20.28 | — | 3 | — | — | |
| MTIF2025.12 | 69.71 | — | 7.36 | 6.35 | 22.09 | — | — | 1.35 | 0.75 | |
| FILM2025.12 | 69.02 | — | 7.31 | 6.15 | 20.98 | — | — | 0.98 | 0.77 | |
| DDFM2024.11 | 67.3 | — | — | 3.82 | 13.4 | — | 2.12 | — | — | |
| U2Fusion2024.11 | 64.88 | — | — | 5.56 | 18.74 | — | 2.05 | — | — | |
| Text-IF2024.11 | 62.51 | — | — | 4.78 | 17.26 | — | 1.46 | — | — | |
| PMGI2024.11 | 62.36 | 13.33 | 7.25 | 5.35 | 18.6 | 9.57 | — | — | — | |
| AGAL2025.12 | 60.63 | — | 7.14 | 5.33 | 17.77 | — | — | 0.79 | 0.65 | |
| DeFusion2025.12 | 56.46 | — | 7.1 | 4.48 | 14.86 | — | — | 0.7 | 0.59 | |
| MGDN2025.12 | 55.97 | — | 7.25 | 5.76 | 18.09 | — | — | 0.96 | 0.65 | |
| HoLoCo2025.12 | 53.88 | — | 7.2 | 4.34 | 12.8 | — | — | 0.73 | 0.54 | |
| IFCNNenhancement=TTD2024.11 | 52.86 | 15.94 | 7.1 | 6.38 | 21.99 | 11.41 | — | — | — | |
| HoLoCo2024.11 | 52.83 | 12.27 | 7.19 | 4.65 | 13.56 | 13.63 | — | — | — | |
| DeFusion2024.11 | 52.75 | — | — | 4.32 | 14.12 | — | -0.97 | — | — | |
| IFCNN2025.12 | 52.49 | — | 6.99 | 5.34 | 18.16 | — | — | 0.71 | 0.69 | |
| DEM2024.11 | 52.35 | 13.6 | 7.32 | 5.46 | 18.85 | 11.68 | — | — | — | |
| U2Fusion2024.11 | 52.27 | 12.06 | 6.93 | 4.65 | 15.37 | 13.66 | — | — | — | |
| IFCNN2024.11 | 51.78 | 14.48 | 7.06 | 5.85 | 20.41 | 11.6 | — | — | — | |
| SDNet2025.12 | 51.77 | — | 6.59 | 5.27 | 20.53 | — | — | 0.55 | 0.42 | |
| MEFCNN2024.11 | 51.29 | 12.23 | 7.24 | 4.88 | 16.89 | 13.15 | — | — | — | |
| DSIFT_EF2024.11 | 50.65 | 12.54 | 7.36 | 5 | 17.18 | 12.47 | — | — | — | |
| GALFusion2024.11 | 50.39 | 9.53 | 6.95 | 3.78 | 13.04 | 13.12 | — | — | — | |
| TC-MoA2024.11 | 50.27 | — | — | 4.82 | 15.64 | — | 0.42 | — | — | |
| DIFNet2025.12 | 50.23 | — | 6.99 | 3.47 | 11.79 | — | — | 0.51 | 0.53 | |
| MEFOpt2024.11 | 49.21 | 14.06 | 7.18 | 5.63 | 19.27 | 12.09 | — | — | — | |
| TC-MoA2024.11 | 48.91 | 12.13 | 7.06 | 4.77 | 15.56 | 11.91 | — | — | — | |
| MEFAW2024.11 | 48.31 | 12.41 | 7.22 | 4.95 | 16.86 | 11.74 | — | — | — | |
| Deepfuse2024.11 | 48.29 | 8.74 | 6.97 | 3.34 | 9.9 | 12.33 | — | — | — | |
| DeFusion2024.11 | 46.85 | 10.51 | 6.78 | 4.07 | 13.48 | 13.55 | — | — | — | |
| U2Fusion2025.12 | 46.73 | — | 6.67 | 3.82 | 12.54 | — | — | 0.51 | 0.56 |