3D Point Cloud Classification on Objaverse

Metric: Objaverse (C) (higher is better)

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#	Model↕	Objaverse (C)▼	Extra Data	Paper	Date↕	Code
1	MiniGPT-3D	60.5	No	MiniGPT-3D: Efficiently Aligning 3D Point Clouds...	2024-05-02	Code
2	PointLLM-13B v1.2	51.5	No	PointLLM: Empowering Large Language Models to Un...	2023-08-31	Code
3	PointLLM-7B v1.2	51	No	PointLLM: Empowering Large Language Models to Un...	2023-08-31	Code
4	3D-LLM	41.5	No	3D-LLM: Injecting the 3D World into Large Langua...	2023-07-24	Code
5	Point-Bind LLM	4.5	No	Point-Bind & Point-LLM: Aligning Point Cloud wit...	2023-09-01	Code

#1MiniGPT-3DSOTA
60.5
Objaverse (C)· 2024-05-02
MiniGPT-3D: Efficiently Aligning 3D Point Clouds with Large Language Models using 2D Priors Code
#2PointLLM-13B v1.2SOTA
51.5
Objaverse (C)· 2023-08-31
PointLLM: Empowering Large Language Models to Understand Point Clouds Code
#3PointLLM-7B v1.2
51
Objaverse (C)· 2023-08-31
PointLLM: Empowering Large Language Models to Understand Point Clouds Code
#43D-LLMSOTA
41.5
Objaverse (C)· 2023-07-24
3D-LLM: Injecting the 3D World into Large Language Models Code
#5Point-Bind LLM
4.5
Objaverse (C)· 2023-09-01
Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following Code