Zero-Shot Retrieval on ObjaverseLVIS 6 (test)
46.9Top-1 Instance AccuracyPoint-BERT(L)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Point-BERT(L)Framework=OpenShape, Pre-train Data=Ensembled (NoLVIS)2026.03 | 46.9 | 69.4 | 82.7 | 93.5 | 58.4 | 69.6 | |
| SparseConvFramework=OpenShape, Pre-train Data=Ensembled (NoLVIS)2026.03 | 24.7 | 49.6 | 60.6 | 84.4 | 34.9 | 55 | |
| Point-BERT(S)Framework=OpenShape, Pre-train Data=Shapenet2026.03 | 8.2 | 20.7 | 26.2 | 49.3 | 13.2 | 26.3 | |
| SparseConvFramework=OpenShape, Pre-train Data=Shapenet2026.03 | 2.6 | 12.6 | 11.6 | 36.5 | 4.9 | 17.5 | |
| Point-BERTFramework=ULIP, Pre-train Data=Shapenet2026.03 | 0.1 | 2.1 | 0.4 | 10.6 | 0.2 | 4.1 |