Training-free 3D Point Cloud Classification
Evaluation on target datasets for 3D Point Cloud Classification without any training
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Point-GN | Accuracy (%) | 85.3 | — | Unverified |
| 2 | Point-NN | Accuracy (%) | 82.6 | — | Unverified |
| 3 | PointCLIP V2 | Accuracy (%) | 64.2 | — | Unverified |
| 4 | ULIP | Accuracy (%) | 60.4 | — | Unverified |
| 5 | CLIP2Point | Accuracy (%) | 49.4 | — | Unverified |
| 6 | CALIP | Accuracy (%) | 21.5 | — | Unverified |
| 7 | PointCLIP | Accuracy (%) | 20.2 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Point-GN | Accuracy (%) | 86.4 | — | Unverified |
| 2 | Point-NN | Accuracy (%) | 64.9 | — | Unverified |
| 3 | PointCLIP V2 | Accuracy (%) | 35.4 | — | Unverified |
| 4 | CLIP2Point | Accuracy (%) | 23.2 | — | Unverified |
| 5 | CALIP | Accuracy (%) | 16.9 | — | Unverified |
| 6 | PointCLIP | Accuracy (%) | 15.4 | — | Unverified |