Multi-modal Image Fusion on MRI-CT (test)
6.78ENRPFNet
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| RPFNet2026.02 | 6.78 | 18.1 | 4.57 | 0.37 | 1.8 | 0.45 | 1.04 | 10.29 | — | |
| FISCNet2026.02 | 6.56 | 33.49 | 8.54 | 0.5 | 1.9 | 0.53 | 1.28 | 3.86 | — | |
| TarDAL2026.02 | 5.79 | 22.72 | 7.45 | 0.23 | 1.49 | 0.28 | 0.44 | 11.14 | — | |
| CDDFuseTraining Data=Corr.2026.02 | 5.733 | — | — | 0.526 | 3.683 | 0.53 | — | — | 1.224 | |
| UMF-CMGR2026.02 | 5.56 | 34.27 | 7.4 | 0.32 | 1.78 | 0.38 | 0.39 | 9.29 | — | |
| AdaFuse2026.02 | 5.42 | 18.92 | 4.74 | 0.41 | 2.26 | 0.33 | 0.94 | 9.71 | — | |
| IRFS2026.02 | 5.15 | 26.93 | 6.53 | 0.41 | 1.97 | 0.52 | 1.45 | 5.86 | — | |
| SwinFusionTraining Data=Corr.2026.02 | 5.144 | — | — | 0.522 | 3.19 | 0.545 | — | — | 0.579 | |
| DATFuse2026.02 | 5.05 | 27.61 | 6.29 | 0.46 | 2.09 | 0.48 | 1.2 | 5.86 | — | |
| Hybrid Fusionmode=10e zero-shot, Training Data=MSRS2026.02 | 4.988 | — | — | 0.701 | 2.727 | 0.622 | — | — | 1.007 | |
| Hybrid Fusionmode=2e zero-shot, Training Data=MSRS2026.02 | 4.973 | — | — | 0.807 | 2.974 | 0.561 | — | — | 0.969 | |
| LRRNet2026.02 | 4.9 | 20.2 | 4.8 | 0.37 | 1.86 | 0.33 | 0.18 | 12.29 | — | |
| U2FusionTraining Data=Corr.2026.02 | 4.896 | — | — | 0.074 | 1.694 | 0.489 | — | — | 0.042 | |
| EMFusionTraining Data=Corr.2026.02 | 4.785 | — | — | 0.552 | 3.116 | 0.475 | — | — | 1.266 | |
| PSLPTTraining Data=Corr.2026.02 | 4.73 | — | — | 0.502 | 2.392 | 0.432 | — | — | 0.81 | |
| U2Fusion2026.02 | 4.69 | 20.05 | 5.74 | 0.34 | 1.66 | 0.4 | 0.55 | 11.29 | — | |
| DeFusion2026.02 | 4.67 | 19.76 | 5.09 | 0.42 | 1.94 | 0.37 | 1.07 | 9.57 | — | |
| ISFM2026.02 | 4.61 | 33.1 | 7.51 | 0.53 | 2.02 | 0.54 | 1.72 | 4.14 | — | |
| MMDRFuse2026.02 | 4.58 | 35.11 | 6.02 | 0.39 | 2.01 | 0.37 | 1.25 | 7.57 | — | |
| SFCFusion2026.02 | 4.49 | 37.86 | 6.48 | 0.29 | 2.16 | 0.34 | 0.7 | 9.14 | — | |
| DTPFTraining Data=Corr.2026.02 | 4.462 | — | — | 0.641 | 3.246 | 0.657 | — | — | 1.313 | |
| ReCoNet2026.02 | 4.42 | 21.45 | 5.71 | 0.42 | 1.91 | 0.4 | 1.11 | 9.14 | — | |
| ZeroTraining Data=ImageNet2026.02 | 4.406 | — | — | 0.32 | 3.358 | 0.582 | — | — | 1.199 | |
| FusionMamba2026.02 | 4.4 | 34.8 | 7.67 | 0.5 | 1.99 | 0.52 | 1.57 | 4.86 | — | |
| Text-IFTraining Data=Corr.2026.02 | 4.356 | — | — | 0.542 | 3.211 | 0.561 | — | — | 1.313 | |
| DDFM2026.02 | 4.31 | 19.64 | 4.81 | 0.4 | 2.18 | 0.37 | 1.03 | 10.57 | — | |
| Hybrid Fusionmode=Trained, Training Data=Corr.2026.02 | 4.29 | — | — | 0.7 | 2.94 | 0.664 | — | — | 1.325 | |
| MSRPANTraining Data=Corr.2026.02 | 4.202 | — | — | 0.436 | 4.126 | 0.455 | — | — | 1.261 | |
| Med as FusedTraining Data=Input2026.02 | 3.22 | — | — | 1.025 | 4.017 | 0.528 | — | — | 1.39 | |
| MRI as FusedTraining Data=Input2026.02 | 2.559 | — | — | 1.027 | 3.356 | 0.543 | — | — | 1.39 |