| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Visible-Infrared Image Fusion | MSRS (test) | Average Gradient (AG)4.18 | 43 | |
| Semantic Segmentation | MSRS | mIoU75.09 | 42 | |
| Object Detection | MSRS (test) | mAP@0.598.5 | 34 | |
| Infrared-visible Image Fusion | MSRS | Entropy (EN)7 | 23 | |
| Semantic Segmentation | MSRS (test) | Background Score98.7 | 16 | |
| Image Fusion | MSRS (test) | VIF1.079 | 13 | |
| Object Detection | MSRS | mAP@5095.18 | 10 | |
| Image Fusion | MSRS (test) | Inference Time (s)0.088 | 10 | |
| Visible-Infrared Image Fusion | MSRS | EI10.39 | 10 | |
| Multi-modal Image Fusion | MSRS | Inference Time (s)0.03 | 10 | |
| Image Fusion | MSRS (test) | Entropy7.08 | 10 |