Image Fusion on LLVIP (test)
0.495VIFRLHF
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RLHFReference=Ours2026.05 | 0.495 | 1.603 | 20.733 | 6.959 | 0.914 | |
| Text-IFReference=CVPR [24]2026.05 | 0.491 | 1.641 | 15.154 | 5.579 | 0.628 | |
| DCEvoReference=CVPR [25]2026.05 | 0.484 | 1.546 | 15.882 | 5.341 | 0.599 | |
| EMMAReference=CVPR [24]2026.05 | 0.467 | 1.584 | 14.825 | 5.444 | 0.591 | |
| LUT-FuseReference=ICCV [25]2026.05 | 0.464 | 1.466 | 14.584 | 4.891 | 0.502 | |
| SHIPReference=CVPR [24]2026.05 | 0.461 | 1.441 | 16.751 | 6.202 | 0.583 | |
| RLVFReference=Ours2026.05 | 0.453 | 1.46 | 18.319 | 6.307 | 0.803 | |
| DDFMReference=ICCV [23]2026.05 | 0.376 | 1.399 | 13.398 | 6.785 | 0.428 | |
| SAGEReference=CVPR [25]2026.05 | 0.365 | 1.488 | 13.857 | 4.821 | 0.482 | |
| GIFNetReference=CVPR [25]2026.05 | 0.356 | 1.505 | 20.188 | 6.378 | 0.486 | |
| U2FusionReference=TPAMI [22]2026.05 | 0.34 | 1.315 | 11.574 | 4.287 | 0.435 |