| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| 3D Objects | GPT-4V | Sentence-BERT Score57.63 | 11 | 4d ago | |
| Objaverse | MiniGPT-3D | GPT-4 Performance Score57.06 | 10 | 4d ago | |
| ABO 6.4k objects | Tri-MARF | CLIPScore82.3 | 9 | 4d ago | |
| Objaverse-LVIS 1k sampled | Tri-MARF | CLIPScore88.7 | 9 | 4d ago | |
| Objaverse-XL (5k sampled) | Tri-MARF | CLIPScore86.1 | 8 | 4d ago | |
| Objaverse (held-out set) | CoRe3D | BLEU-124.02 | 7 | 4d ago | |
| 3D object captioning dataset | ShapeLLM-Omni-7B | BLEU-10.1851 | 7 | 4d ago | |
| Brep2Text 1.0 (test) | BrepLLM | Qwen-Max Score58.89 | 6 | 4d ago | |
| PointLLM | Lemon | BLEU-117.34 | 3 | 4d ago | |
| MMScan (test) | LLaVA-3D | Type Score39.9 | 3 | 4d ago |
