Generative 3D object classification on ModelNet40, Objaverse, and OmniObject3D Aggregated
51.49Average AccuracyPointLLM-R-7B
Evaluation results
| Method | Links | |
|---|---|---|
| PointLLM-R-7Bzero-shot=true, parameters=7B, protocol=PointLLM2026.05 | 51.49 | |
| MiniGPT-3Dzero-shot=true, protocol=PointLLM2026.05 | 45.46 | |
| PointLLM-13Bzero-shot=true, parameters=13B, protocol=PointLLM2026.05 | 42.51 | |
| PointLLM-7Bzero-shot=true, parameters=7B, protocol=PointLLM2026.05 | 41.79 | |
| ShapeLLM-13Bzero-shot=true, parameters=13B, protocol=PointLLM2026.05 | 24.72 | |
| ShapeLLM-7Bzero-shot=true, parameters=7B, protocol=PointLLM2026.05 | 19.23 |