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Zero-Shot Retrieval on ObjaverseLVIS 6 (test)
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46.9
Top-1 Instance Accuracy
Point-BERT(L)
-1.772
10.864
23.5
36.136
Mar 7, 2026
Top-1 Instance Accuracy
Top-1 Class Accuracy
Top-10 Instance Accuracy
Top-10 Class Accuracy
mAP@10 (Instance)
mAP@10 (Class)
Updated 4mo ago
Evaluation Results
Method
Method
Links
Top-1 Instance Accuracy
Top-1 Class Accuracy
Top-10 Instance Accuracy
Top-10 Class Accuracy
mAP@10 (Instance)
mAP@10 (Class)
Point-BERT(L)
Framework=OpenShape, P...
2026.03
46.9
69.4
82.7
93.5
58.4
69.6
SparseConv
Framework=OpenShape, P...
2026.03
24.7
49.6
60.6
84.4
34.9
55
Point-BERT(S)
Framework=OpenShape, P...
2026.03
8.2
20.7
26.2
49.3
13.2
26.3
SparseConv
Framework=OpenShape, P...
2026.03
2.6
12.6
11.6
36.5
4.9
17.5
Point-BERT
Framework=ULIP, Pre-tr...
2026.03
0.1
2.1
0.4
10.6
0.2
4.1
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