| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Infrared-Visible Image Fusion | RoadScene (test) | Visual Information Fidelity (VIF)0.66 | 53 | |
| Infrared and visible image fusion | RoadScene | Qabf0.665 | 42 | |
| Image Registration | RoadScene | AEPE2.37 | 10 | |
| Image Fusion | RoadScene (test) | Inference Time (s)0.043 | 10 | |
| Image Fusion | RoadScene | PC0.4386 | 10 | |
| Image Fusion and Registration | RoadScene (test) | HD (Hausdorff Distance)80.24 | 9 | |
| Image-to-Image Translation | RoadScene | PSNR14.35 | 9 | |
| Multimodal Image Fusion | RoadScene (test) | EN6.79 | 8 | |
| Joint enhancement | RoadScene | MI3.3477 | 5 | |
| Image Fusion Metric Consistency Assessment | RoadScene Dataset | VIF0.753 | 3 |