| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Rendering | NTU4DRadLM Garden (Unstructured) | PSNR25.875 | 8 | |
| 4D Radar Odometry | NTU4DRadLM 0.25km (Cp) | RPE translation (m)0.192 | 7 | |
| 4D Radar Odometry | NTU4DRadLM 4.23km (Loop3) | RPE Translation (m)2.104 | 6 | |
| 4D Radar Odometry | NTU4DRadLM 4.79km (Loop2) | RPE translation (m)1.504 | 6 | |
| Geometric Quality Evaluation | NTU4DRadLM thermal images (Garden sequence) | F-Score66.6 | 4 | |
| Image Rendering | NTU4DRadLM Semi-structured (Nyl) | PSNR18.788 | 4 | |
| Image Rendering | NTU4DRadLM Cp (Structured) | PSNR19.821 | 4 | |
| Map Optimization | NTU4DRadLM Nyl (Semi-structured) | F-Score37.2 | 4 | |
| Map Optimization | NTU4DRadLM Garden (Unstructured) | F-Score68.8 | 4 | |
| Map Optimization | NTU4DRadLM Cp (Structured) | F-Score61.5 | 4 |