Generative 3D Object Classification on OmniObject3D
33.22Accuracy (Instruction-style)PointLLM-R-7B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PointLLM-R-7Bzero-shot=true, parameters=7B, protocol=PointLLM2026.05 | 33.22 | 33.27 | |
| MiniGPT-3Dzero-shot=true, protocol=PointLLM2026.05 | 25.99 | 26.14 | |
| PointLLM-13Bzero-shot=true, parameters=13B, protocol=PointLLM2026.05 | 23.82 | 23.83 | |
| PointLLM-7Bzero-shot=true, parameters=7B, protocol=PointLLM2026.05 | 23.46 | 23.35 | |
| ShapeLLM-13Bzero-shot=true, parameters=13B, protocol=PointLLM2026.05 | 19.95 | 20.31 | |
| ShapeLLM-7Bzero-shot=true, parameters=7B, protocol=PointLLM2026.05 | 19.71 | 20.01 |