Image Fusion on Harvard Medicine Dataset (test)
7.681Average Gradient (AG)CFI
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| CFIFine-tuning=none, Transfer mode=Zero-shot cross-sensor transfer2026.03 | 7.681 | — | — | — | — | 10.06 | 64.33 | 0.862 | 0.599 | |
| DCEVOFine-tuning=none, Transfer mode=Zero-shot cross-sensor transfer2026.03 | 7.391 | — | — | — | — | 9.585 | 63.82 | 0.85 | 0.688 | |
| Text-DiFuse2024.10 | 7.31 | 6.44 | 80.19 | 1.69 | 0.49 | — | — | — | — | |
| ContiFine-tuning=none, Transfer mode=Zero-shot cross-sensor transfer2026.03 | 7.205 | — | — | — | — | 9.473 | 63.98 | 0.857 | 0.637 | |
| LUT-FuseFine-tuning=none, Transfer mode=Zero-shot cross-sensor transfer2026.03 | 6.549 | — | — | — | — | 8.467 | 64.34 | 0.852 | 0.605 | |
| SDNet2024.10 | 6.22 | 5.56 | 46.64 | 0.48 | 0.38 | — | — | — | — | |
| U2Fusion2024.10 | 6.08 | 5.22 | 53.2 | 1.03 | 0.41 | — | — | — | — | |
| IGNetFine-tuning=none, Transfer mode=Zero-shot cross-sensor transfer2026.03 | 5.623 | — | — | — | — | 6.035 | 65.13 | 0.86 | 0.499 | |
| SAGEFine-tuning=none, Transfer mode=Zero-shot cross-sensor transfer2026.03 | 5.406 | — | — | — | — | 6.86 | 63.91 | 0.861 | 0.376 | |
| LRRNet2024.10 | 5.39 | 5.34 | 45.89 | 0.59 | 0.4 | — | — | — | — | |
| A2RNetFine-tuning=none, Transfer mode=Zero-shot cross-sensor transfer2026.03 | 5.131 | — | — | — | — | 5.317 | 63.18 | 0.86 | 0.386 | |
| GANMcC2024.10 | 5.13 | 5.38 | 55 | 1.11 | 0.43 | — | — | — | — | |
| TarDAL2024.10 | 5.13 | 5.66 | 41.94 | 1.12 | 0.18 | — | — | — | — | |
| TIMFusionFine-tuning=none, Transfer mode=Zero-shot cross-sensor transfer2026.03 | 5.122 | — | — | — | — | 5.84 | 61.37 | 0.8 | 0.467 | |
| DDFM2024.10 | 5.04 | 5 | 63.53 | 1.59 | 0.48 | — | — | — | — | |
| MUFusionFine-tuning=none, Transfer mode=Zero-shot cross-sensor transfer2026.03 | 4.777 | — | — | — | — | 5.234 | 62.21 | 0.861 | 0.355 | |
| DeFusion2024.10 | 4.47 | 4.96 | 55.45 | 0.93 | 0.48 | — | — | — | — | |
| MRFS2024.10 | 4.41 | 7.24 | 70.75 | 1.53 | 0.41 | — | — | — | — | |
| RFN-Nest2024.10 | 4.07 | 5.34 | 63.65 | 1.58 | 0.43 | — | — | — | — | |
| LRRNetFine-tuning=none, Transfer mode=Zero-shot cross-sensor transfer2026.03 | 3.753 | — | — | — | — | 4.564 | 63.92 | 0.834 | 0.211 |