Semantic Segmentation on nuScenes-C Robo3D 1.0 (val)
92.63mCESeal
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| SealInitial=Full, Backbone=MinkUNet2023.06 | 92.63 | 83.08 | 72.66 | 74.31 | 66.22 | 66.14 | 65.96 | 57.44 | 59.87 | 39.85 | |
| RandomInitial=Full, Backbone=Cylinder3D2023.06 | 105.56 | 78.08 | 61.42 | 71.02 | 58.4 | 56.02 | 64.15 | 45.36 | 59.97 | 43.03 | |
| PPKTInitial=Full, Backbone=MinkUNet2023.06 | 105.64 | 76.06 | 64.01 | 72.18 | 59.08 | 57.17 | 63.88 | 36.34 | 60.59 | 39.57 | |
| SLidRInitial=Full, Backbone=MinkUNet2023.06 | 106.08 | 75.99 | 65.41 | 72.31 | 56.01 | 56.07 | 62.87 | 41.94 | 61.16 | 38.9 | |
| RandomInitial=Full, Backbone=SPVCNN2023.06 | 106.65 | 74.7 | 59.01 | 72.46 | 41.08 | 58.36 | 65.36 | 36.83 | 62.29 | 49.21 | |
| RandomInitial=Full, Backbone=WaffleIron2023.06 | 106.73 | 72.78 | 56.07 | 73.93 | 49.59 | 59.46 | 65.19 | 33.12 | 61.51 | 44.01 | |
| RandomInitial=Full, Backbone=MinkUNet2023.06 | 112.2 | 72.57 | 62.96 | 70.65 | 55.48 | 51.71 | 62.01 | 31.56 | 59.64 | 39.41 | |
| RandomInitial=Full, Backbone=CENet2023.06 | 112.79 | 76.04 | 67.01 | 69.87 | 61.64 | 58.31 | 49.97 | 60.89 | 53.31 | 24.78 | |
| RandomInitial=Full, Backbone=PolarNet2023.06 | 115.09 | 76.34 | 58.23 | 69.91 | 64.82 | 44.6 | 61.91 | 40.77 | 53.64 | 42.01 | |
| SealInitial=LP, Backbone=MinkUNet2023.06 | 166.18 | 75.38 | 37.33 | 42.77 | 29.93 | 37.73 | 40.32 | 20.31 | 37.73 | 24.94 | |
| SLidRInitial=LP, Backbone=MinkUNet2023.06 | 179.38 | 77.18 | 34.88 | 38.09 | 32.64 | 26.44 | 33.73 | 20.81 | 31.54 | 21.44 | |
| PPKTInitial=LP, Backbone=MinkUNet2023.06 | 183.44 | 78.15 | 30.65 | 35.42 | 28.12 | 29.21 | 32.82 | 19.52 | 28.01 | 20.71 |