3D Object Captioning on Objaverse

Metric: GPT-4 (higher is better)

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#	Model↕	GPT-4▼	Extra Data	Paper	Date↕	Code
1	MiniGPT-3D	57.06	No	MiniGPT-3D: Efficiently Aligning 3D Point Clouds...	2024-05-02	Code
2	ShapeLLM-13B	48.94	No	ShapeLLM: Universal 3D Object Understanding for ...	2024-02-27	Code
3	PointLLM-13B V1.2	48.15	No	PointLLM: Empowering Large Language Models to Un...	2023-08-31	Code
4	ShapeLLM-7B	46.92	No	ShapeLLM: Universal 3D Object Understanding for ...	2024-02-27	Code
5	PointLLM-7B V1.2	44.85	No	PointLLM: Empowering Large Language Models to Un...	2023-08-31	Code
6	3D-LLM	33.42	No	3D-LLM: Injecting the 3D World into Large Langua...	2023-07-24	Code

#1MiniGPT-3DSOTA
57.06
GPT-4· 2024-05-02
MiniGPT-3D: Efficiently Aligning 3D Point Clouds with Large Language Models using 2D Priors Code
#2ShapeLLM-13BSOTA
48.94
GPT-4· 2024-02-27
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction Code
#3PointLLM-13B V1.2SOTA
48.15
GPT-4· 2023-08-31
PointLLM: Empowering Large Language Models to Understand Point Clouds Code
#4ShapeLLM-7B
46.92
GPT-4· 2024-02-27
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction Code
#5PointLLM-7B V1.2
44.85
GPT-4· 2023-08-31
PointLLM: Empowering Large Language Models to Understand Point Clouds Code
#63D-LLMSOTA
33.42
GPT-4· 2023-07-24
3D-LLM: Injecting the 3D World into Large Language Models Code