Metric: Overall Accuracy (higher is better)
| # | Model↕ | Overall Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ShapeLLM-13B | 53.1 | No | ShapeLLM: Universal 3D Object Understanding for ... | 2024-02-27 | Code |
| 2 | ShapeLLM-7B | 47.4 | No | ShapeLLM: Universal 3D Object Understanding for ... | 2024-02-27 | Code |
| 3 | PointLLM-13B v1.2 | 46.6 | No | PointLLM: Empowering Large Language Models to Un... | 2023-08-31 | Code |
| 4 | PointLLM-7B v1.2 | 41.2 | No | PointLLM: Empowering Large Language Models to Un... | 2023-08-31 | Code |
| 5 | Point-Bind & Point-LLM | 23.5 | No | Point-Bind & Point-LLM: Aligning Point Cloud wit... | 2023-09-01 | Code |