3D Point Cloud Classification on ScanObjectNN S-OBJ_BG (base-to-new)
82.35Base AccuracyReFine3D
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ReFine3DPre-trained Model=ULIP-22026.06 | 82.35 | 90.12 | 86.06 | |
| ReFine3DPre-trained Model=ULIP2026.06 | 82.05 | 59.77 | 69.51 | |
| PointPRCPre-trained Model=ULIP-22026.06 | 80.1 | 88.93 | 84.28 | |
| PointPRCPre-trained Model=ULIP2026.06 | 79.47 | 55.2 | 65.15 | |
| ULIP-2Pre-trained Model=ULIP-22026.06 | 77 | 83.27 | 80.01 | |
| ULIPPre-trained Model=ULIP2026.06 | 73.2 | 47.17 | 57.37 | |
| P-CLIP2026.06 | 72.82 | 23 | 34.96 | |
| P-CLIP22026.06 | 70.07 | 35.08 | 46.75 |