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Benchmarks
3D Point Cloud Classification on ShapeNetCore V2 (test)
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93.03
Base Accuracy
ULIP + RC
74.05
78.9775
83.905
88.8325
Oct 27, 2024
Base Accuracy
New Accuracy
HM
Updated 2d ago
Evaluation Results
Method
Method
Links
Base Accuracy
New Accuracy
HM
ULIP + RC
Regulation Constraint=...
2024.10
93.03
84.1
88.34
ULIP
Prompt Tuning=true
2024.10
89.73
71.2
79.4
ULIP-2 + RC
Regulation Constraint=...
2024.10
83.23
71.37
76.85
P-CLIP2
Prompt Tuning=true
2024.10
78.27
34.58
47.97
ULIP-2
Prompt Tuning=true
2024.10
75.8
57.07
65.38
P-CLIP
Prompt Tuning=true
2024.10
74.78
33.92
46.61
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