Pose estimation on TartanAir CVPR 2020 SLAM competition (test)
0.11ME 002DPVO
Evaluation Results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DPVOruns=median of 52024.06 | 0.11 | 0.66 | 0.31 | 0.14 | 0.3 | 0.13 | 0.21 | 0.04 | 0.04 | 0.08 | 0.58 | 0.17 | 0.11 | 0.15 | 0.21 | |
| Weighted flow lossruns=median of 52024.06 | 0.16 | 0.3 | 0.27 | 0.08 | 0.2 | 0.1 | 0.18 | 0.03 | 0.03 | 0.02 | 0.58 | 0.3 | 0.08 | 0.05 | 0.16 | |
| DROID-VO2024.06 | 0.24 | 1.27 | 1.04 | 0.14 | 1.32 | 0.77 | 0.32 | 0.13 | 0.08 | 0.09 | 1.52 | 0.69 | 0.39 | 0.97 | 0.58 | |
| DROID-SLAMglobal loop closure optimization=true2024.06 | 0.36 | 0.87 | 1.14 | 0.13 | 1.13 | 0.06 | 0.08 | 0.05 | 0.04 | 0.02 | 0.01 | 0.68 | 0.3 | 0.07 | 0.33 | |
| COLMAPglobal loop closure optimization=true2024.06 | 10.86 | 3.93 | 2.62 | 14.78 | 7 | 18.47 | 12.26 | 13.45 | 13.45 | 20.95 | 24.97 | 16.79 | 7.01 | 7.97 | 12.5 | |
| DSO2024.06 | 12.2 | 8.17 | 9.27 | 2.94 | 8.15 | 5.43 | 9.92 | 0.35 | 7.96 | 3.46 | — | 12.58 | 8.42 | 7.5 | 7.32 | |
| ORB-SLAM3global loop closure optimization=true2024.06 | 20.57 | 16 | 22.27 | 9.28 | 21.61 | 7.74 | 15.44 | 2.92 | 13.51 | 8.18 | 2.59 | 21.91 | 11.7 | 25.88 | 14.38 |