Medical Image Fusion on MRI-SPECT
23.4Structural Fidelity (SF)CDD
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| CDDTest-Time Dynamic=true2024.11 | 23.4 | 3.91 | 74.45 | 5.69 | 14.47 | 1.55 | 3.72 | — | — | — | |
| PIAFusionTest-Time Dynamic=true2024.11 | 22.56 | 4.01 | 63.85 | 5.68 | 14.43 | 1.46 | 5.68 | — | — | — | |
| PIAFusionTest-Time Dynamic=false2024.11 | 21.92 | 4.08 | 61.62 | 5.6 | 14.23 | 0.97 | 6.33 | — | — | — | |
| IFCNNTest-Time Dynamic=true2024.11 | 21.1 | 3.66 | 49.08 | 5.13 | 12.94 | 1.6 | 3.59 | — | — | — | |
| FUSIONMAMBAMode=Authorized2026.03 | 20.97 | — | — | — | — | 0.62 | — | 1.93 | 0.69 | 0.7 | |
| CDDTest-Time Dynamic=false2024.11 | 20.7 | 3.9 | 71.58 | 5.21 | 13.28 | 1.58 | 3.65 | — | — | — | |
| IFCNNTest-Time Dynamic=false2024.11 | 19.35 | 3.63 | 47.48 | 4.75 | 11.96 | 1.6 | 3.61 | — | — | — | |
| AMIFMode=Authorized2026.03 | 19.12 | — | — | — | — | 0.64 | — | 2.68 | 0.93 | 0.78 | |
| MMIF-INETMode=Authorized2026.03 | 18.96 | — | — | — | — | 0.58 | — | 1.92 | 0.74 | 0.74 | |
| SWINFUSIONMode=Authorized2026.03 | 18.6 | — | — | — | — | 0.64 | — | 2.23 | 0.84 | 0.76 | |
| IFCNNMode=Authorized2026.03 | 18.52 | — | — | — | — | 0.56 | — | 1.56 | 0.46 | 0.57 | |
| TC-MoA2024.11 | 16.3 | 4.44 | 58.27 | 4.44 | 11.59 | 1.52 | 4.43 | — | — | — | |
| U2Fusion2024.11 | 15.67 | 3.89 | 45.3 | 3.96 | 10.18 | 0.43 | 19.17 | — | — | — | |
| MUFusion2024.11 | 14.45 | 3.52 | 50.28 | 4.06 | 10.96 | 1.51 | 3.6 | — | — | — | |
| SwinFuse2024.11 | 14.16 | 2.79 | 44.29 | 2.84 | 7.24 | 1.53 | 3.74 | — | — | — | |
| DeFusion2024.11 | 13.32 | 3.77 | 49.8 | 3.37 | 8.77 | 1.6 | 3.53 | — | — | — | |
| DDFM2024.11 | 13.18 | 3.69 | 47.74 | 3.32 | 8.99 | 1.56 | 3.7 | — | — | — | |
| U2FUSIONMode=Authorized2026.03 | 11.02 | — | — | — | — | 0.39 | — | 1.61 | 0.43 | 0.37 | |
| Densefuse2024.11 | 10.74 | 3.61 | 44.36 | 2.78 | 7.13 | 1.59 | 3.79 | — | — | — | |
| PSLPTMode=Authorized2026.03 | 10.36 | — | — | — | — | 0.46 | — | 1.63 | 0.53 | 0.41 |