3D Point Cloud Classification on Objaverse

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#	Model↕	Objaverse (Average)▼	Extra Data	Paper	Date↕	Code
1	MiniGPT-3D	60.25	No	MiniGPT-3D: Efficiently Aligning 3D Point Clouds...	2024-05-02	Code
2	ShapeLLM-7B	54.5	No	ShapeLLM: Universal 3D Object Understanding for ...	2024-02-27	Code
3	PointLLM-13B v1.2	54	No	PointLLM: Empowering Large Language Models to Un...	2023-08-31	Code
4	ShapeLLM-13B	54	No	ShapeLLM: Universal 3D Object Understanding for ...	2024-02-27	Code
5	PointLLM-7B v1.2	53	No	PointLLM: Empowering Large Language Models to Un...	2023-08-31	Code
6	3D-LLM	45.25	No	3D-LLM: Injecting the 3D World into Large Langua...	2023-07-24	Code
7	Point-Bind LLM	5.25	No	Point-Bind & Point-LLM: Aligning Point Cloud wit...	2023-09-01	Code

#1MiniGPT-3DSOTA
60.25
Objaverse (Average)· 2024-05-02
MiniGPT-3D: Efficiently Aligning 3D Point Clouds with Large Language Models using 2D Priors Code
#2ShapeLLM-7BSOTA
54.5
Objaverse (Average)· 2024-02-27
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction Code
#3PointLLM-13B v1.2SOTA
54
Objaverse (Average)· 2023-08-31
PointLLM: Empowering Large Language Models to Understand Point Clouds Code
#4ShapeLLM-13B
54
Objaverse (Average)· 2024-02-27
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction Code
#5PointLLM-7B v1.2
53
Objaverse (Average)· 2023-08-31
PointLLM: Empowering Large Language Models to Understand Point Clouds Code
#63D-LLMSOTA
45.25
Objaverse (Average)· 2023-07-24
3D-LLM: Injecting the 3D World into Large Language Models Code
#7Point-Bind LLM
5.25
Objaverse (Average)· 2023-09-01
Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following Code