Metric: ModelNet40 (Average) (higher is better)
| # | Model↕ | ModelNet40 (Average)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MiniGPT-3D | 60.86 | No | MiniGPT-3D: Efficiently Aligning 3D Point Clouds... | 2024-05-02 | Code |
| 2 | ShapeLLM-7B | 53.08 | No | ShapeLLM: Universal 3D Object Understanding for ... | 2024-02-27 | Code |
| 3 | ShapeLLM-13B | 52.96 | No | ShapeLLM: Universal 3D Object Understanding for ... | 2024-02-27 | Code |
| 4 | PointLLM-13B v1.2 | 52.78 | No | PointLLM: Empowering Large Language Models to Un... | 2023-08-31 | Code |
| 5 | PointLLM-7B v1.2 | 52.63 | No | PointLLM: Empowering Large Language Models to Un... | 2023-08-31 | Code |
| 6 | Point-Bind LLM | 45.81 | No | Point-Bind & Point-LLM: Aligning Point Cloud wit... | 2023-09-01 | Code |