Multispectral Point Cloud Classification on ZJKM (test)
99.89Tidal FlatsRFFS-Net
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RFFS-NetTraining time=10665.62026.06 | 99.89 | 89.29 | 57.79 | 64.25 | 89.61 | 66.02 | 65.13 | 86.08 | 76 | 79.44 | 65.15 | |
| GeoSegNetTraining time=21373.22026.06 | 99.84 | 70.83 | 34.92 | 63.44 | 40.24 | 62.07 | 30 | 71.28 | 40.45 | 58.3 | 41.11 | |
| EyeNetTraining time=4827.82026.06 | 99.6 | 87.89 | 51.28 | 62.01 | 75.06 | 76.73 | 74.79 | 84.69 | 75.34 | 79.09 | 65.34 | |
| RandLA-NetTraining time=1561.42026.06 | 99.18 | 98.88 | 16.28 | 33.59 | 88.21 | 80.32 | 80.99 | 83.59 | 71.06 | 77.79 | 60.62 | |
| CGA-NetTraining time=2080.82026.06 | 98.94 | 87.04 | 48.95 | 49.17 | 88.21 | 62.95 | 81.47 | 82.36 | 73.82 | 76.21 | 62.61 | |
| GSFFTraining time=475.52026.06 | 97.69 | 90.4 | 69.71 | 73.96 | 94.58 | 82.92 | 72.03 | 87.82 | 83.04 | 83.6 | 71.15 | |
| EMPCTraining time=2433.42026.06 | 95.39 | 77.16 | 42.93 | 47.34 | 97.02 | 80.35 | 82.17 | 82.52 | 74.62 | 75.96 | 60.44 | |
| MAMPCTraining time=793.42026.06 | 93.99 | 85.88 | 74.18 | 65.68 | 95.81 | 74.96 | 44.82 | 80.68 | 76.47 | 73.98 | 58.69 | |
| BAAF-NetTraining time=1735.72026.06 | 33.87 | 29.35 | 5.71 | 7.47 | 47.14 | 71.61 | 21.79 | 32.79 | 30.99 | 21.79 | 17.47 |