Results for OneFormer3D
Submission data
| Full name | One Transformer for Unified Point Cloud Segmentation |
| Publication title | OneFormer3D: One Transformer for Unified Point Cloud Segmentation |
| Publication authors | Maxim Kolodiazhnyi, Anna Vorontsova, Anton Konushin, Danila Rukhovich |
| Publication URL | https://arxiv.org/abs/2311.14405 |
| Input Data Types | Uses Color Uses 3D |
| Programming language(s) | Python, CUDA |
| Hardware | RTX 3090 TI |
| Source code or download URL | https://github.com/oneformer3d/oneformer3d |
| Submission creation date | 31 Jul, 2022 |
| Last edited | 5 Mar, 2024 |
3D semantic instance results
| Info | avg ap | bathtub | bed | bookshelf | cabinet | chair | counter | curtain | desk | door | otherfurniture | picture | refrigerator | shower curtain | sink | sofa | table | toilet | window |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
 | 0.566 | 0.781 | 0.697 | 0.562 | 0.431 | 0.770 | 0.331 | 0.400 | 0.373 | 0.529 | 0.504 | 0.568 | 0.475 | 0.732 | 0.470 | 0.762 | 0.550 | 0.871 | 0.379 |