Metric: Accuracy (%) (higher is better)
| # | Model↕ | Accuracy (%)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Point-GN | 85.3 | No | Point-GN: A Non-Parametric Network Using Gaussia... | 2024-12-04 | Code |
| 2 | Point-NN | 82.6 | No | Parameter is Not All You Need: Starting from Non... | 2023-03-14 | Code |
| 3 | PointCLIP V2 | 64.2 | Yes | PointCLIP V2: Prompting CLIP and GPT for Powerfu... | 2022-11-21 | Code |
| 4 | ULIP | 60.4 | Yes | ULIP: Learning a Unified Representation of Langu... | 2022-12-10 | Code |
| 5 | CLIP2Point | 49.4 | Yes | CLIP2Point: Transfer CLIP to Point Cloud Classif... | 2022-10-03 | Code |
| 6 | CALIP | 21.5 | Yes | CALIP: Zero-Shot Enhancement of CLIP with Parame... | 2022-09-28 | Code |
| 7 | PointCLIP | 20.2 | Yes | PointCLIP: Point Cloud Understanding by CLIP | 2021-12-04 | Code |