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Benchmarks
3D Object Classification on ModelNet40 60 (test)
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70.5
Top-1 Accuracy
MPM
22.348
34.849
47.35
59.851
May 20, 2026
Top-1 Accuracy
Updated 13d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
MPM
Tuning=PEFT(78M), Inpu...
2026.05
70.5
PointLLM-7B
Tuning=Full(~7B), Inpu...
2026.05
53.4
Adapter
Tuning=PEFT(9.5M), Inp...
2026.05
53.2
ShapeLLM-7B
Tuning=Full(~7B), Inpu...
2026.05
53.1
PointLLM-13B
Tuning=Full(~13B), Inp...
2026.05
53
ShapeLLM-13B
Tuning=Full(~13B), Inp...
2026.05
53
PointBind&LLM
Tuning=LoRA(~7B), Inpu...
2026.05
51.9
Qwen3-Omni-30B-A3B
Tuning=–, Input=3-view...
2026.05
24.2
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