| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Localization | Simulated Environment Scenes S0-S9 | Translation MAE (cm)0.61 | 10 | |
| Global localization | Simulated Environment UG/DA | Translational Error0.21 | 8 | |
| Global localization | Simulated Environment UG/UA | Translational Error0.67 | 8 | |
| Robot navigation | Simulated environment (test) | Interventions0.2 | 8 | |
| Autonomous Flight Planning | Simulated Environment 0.2 obs/m^2 50x50x3 m^3 volume (densely cluttered) | Average Number of Planning Iterations22.5 | 4 | |
| Autonomous Flight Planning | Simulated Environment 0.1 obs/m^2 moderately cluttered 50x50x3 m^3 volume | Avg Planning Iterations17.5 | 4 | |
| Autonomous Flight Planning | Simulated Environment 0.05 obs/m^2 50x50x3 m^3 volume (sparsely obstructed) | Average Planning Iterations12.7 | 4 | |
| Autonomous Flight Planning | Simulated Environment 0 obs/m^2 50x50x3 m^3 volume (obstacle-free) | Avg. Planning Iterations5 | 4 | |
| Autonomous UAV Trajectory Planning | Simulated Environment 0.2 obs./m2 | Avg Flight Time (s)18.62 | 4 | |
| Autonomous UAV Trajectory Planning | Simulated Environment 0.1 obs./m2 | Avg Flight Time18.69 | 4 | |
| Autonomous UAV Trajectory Planning | Simulated Environment 0.05 obs./m2 | Average Flight Time17.04 | 4 | |
| Autonomous UAV Trajectory Planning | Simulated Environment 0 obs./m2 | Average Flight Time15.39 | 4 | |
| Target Tracking | Simulated environment 100 obstacles | Object Recognition Rate27.5 | 4 |