| Paper | Code | ModelNet40 (Average) | ModelNet40 (I) | ModelNet40 (C) | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| MiniGPT-3D: Efficiently Aligning 3D Point Clouds with Large Language Models using 2D Priors | ✓ Link | 60.86 | 61.75 | 59.97 | MiniGPT-3D | 2024-05-02 |
| ShapeLLM: Universal 3D Object Understanding for Embodied Interaction | ✓ Link | 53.08 | ShapeLLM-7B | 2024-02-27 | ||
| ShapeLLM: Universal 3D Object Understanding for Embodied Interaction | ✓ Link | 52.96 | ShapeLLM-13B | 2024-02-27 | ||
| PointLLM: Empowering Large Language Models to Understand Point Clouds | ✓ Link | 52.78 | 53.00 | 52.55 | PointLLM-13B v1.2 | 2023-08-31 |
| PointLLM: Empowering Large Language Models to Understand Point Clouds | ✓ Link | 52.63 | 53.44 | 51.82 | PointLLM-7B v1.2 | 2023-08-31 |
| Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following | ✓ Link | 45.81 | Point-Bind LLM | 2023-09-01 |