Point Cloud Completion on ABC-multi (100 random samples)
11.5Total ParamsODGNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ODGNetPrimitive extraction method=RANSAC, Hardware=single A40 GPU2026.01 | 11.5 | 154.6 | |
| ODGNetPrimitive extraction method=HPNet, Hardware=single A40 GPU2026.01 | 12.8 | 1,310.6 | |
| SymmCompletePrimitive extraction method=RANSAC, Hardware=single A40 GPU2026.01 | 13.3 | 121 | |
| SymmCompletePrimitive extraction method=HPNet, Hardware=single A40 GPU2026.01 | 14.6 | 1,277 | |
| AdaPoinTrPrimitive extraction method=RANSAC, Hardware=single A40 GPU2026.01 | 32.5 | 124.9 | |
| UniCoPrimitive extraction method=RANSAC, Hardware=single A40 GPU2026.01 | 33.4 | 27.6 | |
| UniCoPrimitive extraction method=HPNet, Hardware=single A40 GPU2026.01 | 33.4 | 27.6 | |
| UniCoPrimitive extraction method=PTv3, Hardware=single A40 GPU2026.01 | 33.4 | 27.6 | |
| AdaPoinTrPrimitive extraction method=HPNet, Hardware=single A40 GPU2026.01 | 33.8 | 1,280.9 | |
| PaCoPrimitive extraction method=RANSAC, Hardware=single A40 GPU2026.01 | 41.4 | 29.8 | |
| PaCoPrimitive extraction method=HPNet, Hardware=single A40 GPU2026.01 | 41.4 | 29.8 | |
| PaCoPrimitive extraction method=PTv3, Hardware=single A40 GPU2026.01 | 41.4 | 29.8 | |
| ODGNetPrimitive extraction method=PTv3, Hardware=single A40 GPU2026.01 | 187.5 | 199 | |
| SymmCompletePrimitive extraction method=PTv3, Hardware=single A40 GPU2026.01 | 189.4 | 165.4 | |
| AdaPoinTrPrimitive extraction method=PTv3, Hardware=single A40 GPU2026.01 | 208.5 | 169.3 |