Classification on PointDA-10 1.0 (test)
93.9Transfer M->SSupervised
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SupervisedAdv.=false, SLT=false, SPST=false2021.12 | 93.9 | 78.4 | 96.2 | 78.4 | 96.2 | 93.9 | 89.5 | |
| Geometry-Aware ImplicitsAdv.=false, SLT=true, SPST=true2021.12 | 86.2 | 58.6 | 81.4 | 56.9 | 81.5 | 74.4 | 73.2 | |
| Geometry-Aware ImplicitsAdv.=false, SLT=true, SPST=false2021.12 | 85.8 | 55.3 | 77.2 | 55.4 | 73.8 | 72.4 | 70 | |
| GASTAdv.=false, SLT=true, SPST=true2021.12 | 84.8 | 59.8 | 80.8 | 56.7 | 81.1 | 74.9 | 73 | |
| PointDANAdv.=true, SLT=false, SPST=false2021.12 | 83.9 | 44.8 | 63.3 | 45.7 | 43.6 | 56.4 | 56.3 | |
| GASTAdv.=false, SLT=true, SPST=false2021.12 | 83.9 | 56.7 | 76.4 | 55 | 73.4 | 72.2 | 69.5 | |
| Baseline (w/o adap.)Adv.=false, SLT=false, SPST=false2021.12 | 83.3 | 43.8 | 75.5 | 42.5 | 63.8 | 64.2 | 62.2 | |
| DefRec+PCMAdv.=false, SLT=true, SPST=false2021.12 | 81.7 | 51.8 | 78.6 | 54.5 | 73.7 | 71.1 | 68.6 | |
| RSAdv.=false, SLT=true, SPST=false2021.12 | 79.9 | 46.7 | 75.2 | 51.4 | 71.8 | 71.2 | 66 | |
| DANNAdv.=true, SLT=false, SPST=false2021.12 | 74.8 | 42.1 | 57.5 | 50.9 | 43.7 | 71.6 | 56.8 |