3D Object Captioning
3D object captioning involves generating a natural language description of an object, given its point cloud representation.
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | MiniGPT-3D | GPT-4 | 57.06 | — | Unverified |
| 2 | ShapeLLM-13B | GPT-4 | 48.94 | — | Unverified |
| 3 | PointLLM-13B V1.2 | GPT-4 | 48.15 | — | Unverified |
| 4 | ShapeLLM-7B | GPT-4 | 46.92 | — | Unverified |
| 5 | PointLLM-7B V1.2 | GPT-4 | 44.85 | — | Unverified |
| 6 | 3D-LLM | GPT-4 | 33.42 | — | Unverified |