| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Objaverse | SAGE-13B | Sentence-BERT Performance Score51.91 | 33 | 1mo ago | |
| 3D Objects | GPT-4V | Sentence-BERT Score57.63 | 11 | 1mo ago | |
| ABO 6.4k objects | Tri-MARF | CLIPScore82.3 | 9 | 1mo ago | |
| Objaverse-LVIS 1k sampled | Tri-MARF | CLIPScore88.7 | 9 | 1mo ago | |
| Objaverse-XL (5k sampled) | Tri-MARF | CLIPScore86.1 | 8 | 1mo ago | |
| Objaverse (held-out set) | CoRe3D | BLEU-124.02 | 7 | 1mo ago | |
| 3D object captioning dataset | ShapeLLM-Omni-7B | BLEU-10.1851 | 7 | 1mo ago | |
| Brep2Text 1.0 (test) | BrepLLM | Qwen-Max Score58.89 | 6 | 1mo ago | |
| PointLLM | Lemon | BLEU-117.34 | 3 | 1mo ago | |
| MMScan (test) | LLaVA-3D | Type Score39.9 | 3 | 1mo ago |
