3D Object Captioning on Brep2Text 1.0 (test)
58.89Qwen-Max ScoreBrepLLM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BrepLLMLLM Size=2.9B, Input=Brep2025.12 | 58.89 | 73.05 | 74.46 | 4.15 | 0.92 | 81.85 | |
| Minigpt-3DLLM Size=2.7B, Input=3D Point Cloud2025.12 | 56.58 | 71.64 | 73.13 | 4.01 | 1.04 | 79.4 | |
| ShapeLLM-13BLLM Size=13B, Input=3D Point Cloud2025.12 | 51.36 | 68.36 | 70.12 | 3.74 | 1.35 | 73.47 | |
| PointLLM-13BLLM Size=13B, Input=3D Point Cloud2025.12 | 49.61 | 66.71 | 67.32 | 3.46 | 1.28 | 72.99 | |
| ShapeLLM-7BLLM Size=7B, Input=3D Point Cloud2025.12 | 48.32 | 67.14 | 68.71 | 3.79 | 0.96 | 79.78 | |
| PointLLM-7BLLM Size=7B, Input=3D Point Cloud2025.12 | 46.81 | 65.72 | 66.05 | 3.32 | 1.13 | 74.6 |