3D Open-Vocabulary Instance Segmentation
Open-vocabulary 3D instance segmentation is a computer vision task that involves identifying and delineating individual objects or instances within a three-dimensional (3D) scene without prior knowledge of a fixed set of object classes or categories. In other words, it extends traditional instance segmentation to a scenario where the number and types of objects present in the 3D environment are not predefined or limited to a specific vocabulary.
Papers
Showing 1–10 of 14 papers
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | OPENINS3D | AP50 | 13.3 | — | Unverified |
| 2 | PointCLIPV2 | AP50 | 3.1 | — | Unverified |
| 3 | PointCLIP | AP50 | 2.6 | — | Unverified |