Image Fusion on RoadScene (EN, SD, AG, MUS, CNN)
7.574EN ScoreRLVF
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RLVFReference=Ours, Feedback=VLM2026.05 | 7.574 | 53.323 | 8.622 | 41.431 | 0.472 | |
| EMMAReference=CVPR242026.05 | 7.499 | 56.3 | 6.163 | 39.655 | 0.425 | |
| GIFNetReference=CVPR252026.05 | 7.342 | 48.02 | 6.413 | 45.511 | 0.605 | |
| Text-IFReference=CVPR242026.05 | 7.273 | 45.749 | 6.333 | 45.557 | 0.53 | |
| DDFMReference=ICCV232026.05 | 7.225 | 41.676 | 5.098 | 33.274 | 0.469 | |
| RLHFReference=Ours, Feedback=Human2026.05 | 7.21 | 40.535 | 5.957 | 43.785 | 0.539 | |
| DCEvoReference=CVPR252026.05 | 7.167 | 44.128 | 5.318 | 43.498 | 0.538 | |
| SHIPReference=CVPR242026.05 | 7.148 | 42.969 | 5.963 | 46.976 | 0.556 | |
| SAGEReference=CVPR252026.05 | 7.007 | 42.213 | 3.888 | 37.124 | 0.435 | |
| U2FusionReference=TPAMI222026.05 | 6.998 | 35.743 | 5.125 | 42.17 | 0.444 | |
| LUT-FuseReference=ICCV252026.05 | 6.959 | 42.569 | 4.454 | 45.82 | 0.475 |