3D Shape Retrieval on ShapeNet Core55 (test)
81.8Micro Precision@NDLAN
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DLAN2019.08 | 81.8 | 68.9 | 71.2 | 66.3 | 76.2 | 61.8 | 53.3 | 50.5 | 47.7 | 56.3 | — | — | |
| RotationNet2019.08 | 81 | 80.1 | 79.8 | 77.2 | 86.5 | 60.2 | 63.9 | 59 | 58.3 | 65.6 | — | — | |
| DeepVoxNet2019.08 | 79.3 | 21.1 | 25.3 | 19.2 | 27.7 | 59.8 | 28.3 | 25.8 | 23.2 | 33.7 | — | — | |
| Improved GIFT2019.08 | 78.6 | 77.3 | 76.7 | 72.2 | 82.7 | 59.2 | 65.4 | 58.1 | 57.5 | 65.7 | — | — | |
| MVCNN2019.08 | 77 | 77 | 76.4 | 73.5 | 81.5 | 57.1 | 62.5 | 57.5 | 56.6 | 64 | — | — | |
| HRGE-NetNumber of views=122019.08 | 76.8 | 81.5 | 78.2 | 77.2 | 85.4 | 52.2 | 71.8 | 57.2 | 63.8 | 69.6 | — | — | |
| ReVGG2019.08 | 76.5 | 80.3 | 77.2 | 74.9 | 82.8 | 51.8 | 60.1 | 51.9 | 49.6 | 55.9 | — | — | |
| MVFusionNet2019.08 | 74.3 | 67.7 | 69.2 | 62.2 | 73.2 | 52.3 | 49.4 | 48.4 | 41.8 | 50.2 | — | — | |
| GIFT2019.08 | 70.6 | 69.5 | 68.9 | 64 | 76.5 | 44.4 | 53.1 | 45.4 | 44.7 | 54.8 | — | — | |
| ZFDR2019.08 | 53.5 | 25.6 | 28.2 | 19.9 | 33 | 21.9 | 40.9 | 19.7 | 25.5 | 37.7 | — | — | |
| CM-VGG5-6DB2019.08 | 41.8 | 71.7 | 47.9 | 54 | 65.4 | 12.2 | 66.7 | 16.6 | 33.9 | 40.4 | — | — | |
| AttWalk2026.02 | — | — | — | — | — | — | — | — | — | — | 81.1 | 86.7 | |
| DALN2026.02 | — | — | — | — | — | — | — | — | — | — | 66.3 | 76.2 | |
| Ensembleexperts=MeshWalker, AttWalk, MeshNet2026.02 | — | — | — | — | — | — | — | — | — | — | 84.3 | 85.6 | |
| MeshNetstatus=reproduction2026.02 | — | — | — | — | — | — | — | — | — | — | 70.2 | 75.3 | |
| MeshWalker2026.02 | — | — | — | — | — | — | — | — | — | — | 79.2 | 84.5 | |
| MMEexperts=MeshWalker, AttWalk, MeshNet2026.02 | — | — | — | — | — | — | — | — | — | — | 93.2 | 93.8 |