| Paper | Code | Objaverse (Average) | Objaverse (I) | Objaverse (C) | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| MiniGPT-3D: Efficiently Aligning 3D Point Clouds with Large Language Models using 2D Priors | ✓ Link | 60.25 | 60.00 | 60.50 | MiniGPT-3D | 2024-05-02 |
| ShapeLLM: Universal 3D Object Understanding for Embodied Interaction | ✓ Link | 54.50 | ShapeLLM-7B | 2024-02-27 | ||
| PointLLM: Empowering Large Language Models to Understand Point Clouds | ✓ Link | 54.00 | 56.50 | 51.50 | PointLLM-13B v1.2 | 2023-08-31 |
| ShapeLLM: Universal 3D Object Understanding for Embodied Interaction | ✓ Link | 54.00 | ShapeLLM-13B | 2024-02-27 | ||
| PointLLM: Empowering Large Language Models to Understand Point Clouds | ✓ Link | 53.00 | 55.00 | 51.00 | PointLLM-7B v1.2 | 2023-08-31 |
| 3D-LLM: Injecting the 3D World into Large Language Models | ✓ Link | 45.25 | 49.00 | 41.50 | 3D-LLM | 2023-07-24 |
| Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following | ✓ Link | 5.25 | 6.00 | 4.50 | Point-Bind LLM | 2023-09-01 |