Point Cloud Classification
Point Cloud Classification is a task involving the classification of unordered 3D point sets (point clouds).
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | PointNet | mean Corruption Error (mCE) | 1.42 | — | Unverified |
| 2 | WOLFMix (PointNet) | mean Corruption Error (mCE) | 1.18 | — | Unverified |
| 3 | PointNet | mean Corruption Error (mCE) | 1.18 | — | Unverified |
| 4 | RSCNN | mean Corruption Error (mCE) | 1.13 | — | Unverified |
| 5 | PAConv | mean Corruption Error (mCE) | 1.1 | — | Unverified |
| 6 | SimpleView | mean Corruption Error (mCE) | 1.05 | — | Unverified |
| 7 | OcCo-DGCNN | mean Corruption Error (mCE) | 1.05 | — | Unverified |
| 8 | PointMixUp (PointNet++) | mean Corruption Error (mCE) | 1.03 | — | Unverified |
| 9 | DGCNN | mean Corruption Error (mCE) | 1 | — | Unverified |
| 10 | OcCo-DGCNN | mean Corruption Error (mCE) | 0.98 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Ours | Average F1 | 82.8 | — | Unverified |