| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Localization | MARS-LVIG Aggregate | Average Rank1.3 | 10 | |
| Localization | MARS-LVIG HKGNSS02 | Absolute Trajectory Error (ATE)0.9 | 7 | |
| Localization | MARS-LVIG HKairport02 | ATE0.61 | 7 | |
| Localization | MARS-LVIG HKairport01 | ATE0.43 | 7 | |
| Localization | MARS-LVIG AMtown03 | Absolute Trajectory Error (ATE)2.74 | 6 | |
| Localization | MARS-LVIG HKisland03 | ATE0.87 | 6 | |
| Localization | MARS-LVIG AMvalley03 | ATE1.43 | 5 | |
| Mapping Quality Evaluation | MARS-LVIG Airport | AWD (m)0.25 | 4 | |
| Mapping Quality Evaluation | MARS-LVIG Town | AWD (m)0.65 | 4 | |
| Mapping Quality Evaluation | MARS-LVIG Island | AWD (m)0.3 | 4 | |
| Multi-Robot Localization | MARS-LVIG Airport | RMSE (ATE)1.3 | 4 | |
| Rendering | MARS-LVIG airport03 | PSNR20 | 4 | |
| Multi-Robot Localization | MARS-LVIG Island | RMSE (ATE)0.801 | 2 | |
| Multi-Robot Localization | MARS-LVIG Town | RMSE (ATE)1.49 | 2 | |
| Multi-Robot Localization | MARS-LVIG Inlandwaterways | RMSE (ATE)7.44 | 2 |