| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 6DoF Localization | Newer College Snail bc trajectory | Pos Acc0.082 | 12 | |
| 6DoF Localization | Newer College Snail park trajectory | Positional Error0.094 | 11 | |
| 6DoF Localization | Newer College Snail quad-medium trajectory | Positional Error0.104 | 11 | |
| 6DoF Localization | Newer College Snail (st trajectory) | Positional Accuracy31.9 | 11 | |
| 6DoF Localization | Newer College Snail quad-hard trajectory | Positional Error0.105 | 10 | |
| 6DoF Localization | Newer College Snail sl trajectory | Positional Error0.153 | 10 | |
| SLAM | Newer College | Quad Easy Error0.071 | 10 | |
| 6DoF Localization | Newer College Snail ss trajectory | Positional Error0.101 | 9 | |
| LiDAR Odometry | Newer College | ATE RMSE (quad_e) [m]0.09 | 8 | |
| 3D Reconstruction | Newer College (Quad) | Map Accuracy19.21 | 7 | |
| LiDAR-Inertial Odometry | Newer-College (quad-D, quad-M, quad-H, math-H) | RMSE ATE (quad-D)0.128 | 6 | |
| Simultaneous Localization and Mapping | Newer College (NC) and Newer College Extension (NCE) 1.0 (Multi-session Sequences) | Quad-m0.067 | 6 | |
| Mesh Reconstruction | Newer College | F1 Score (< δ)75.85 | 5 | |
| SDF Reconstruction | Newer College (N.C.) | SDF MAE (All) [cm]21.783 | 5 | |
| SDF Mapping | Newer College | FPT (s)0.17 | 5 | |
| Visual Odometry Translation Error Estimation | Newer College Maths-Hard | RMSE (m)0.061 | 5 | |
| Visual Odometry Translation Error Estimation | Newer College Quad-Hard | RMSE (m)0.052 | 5 | |
| 3D Reconstruction | Newer College (test) | Accuracy8.84 | 5 |