Hopkins 155
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Motion Segmentation | Hopkins 155 (all sequences) | Mean Clustering Error0.31 | 57 | |
| Motion Segmentation | Hopkins 155 3-motion sequences | Mean Clustering Error (%)0.58 | 57 | |
| Motion Segmentation | Hopkins 155 2-motion sequences | Classification Error0.0017 | 36 | |
| Subspace Clustering | Hopkins 155 2 motions (All (120 seq)) | Average Classification Error0.57 | 10 | |
| Subspace Clustering | Hopkins 155 2 motions Articulated (11) | Average Classification Error0.62 | 10 | |
| Subspace Clustering | Hopkins 155 2 motions (Traffic 31) | Average Classification Error (%)0.02 | 10 | |
| Motion Segmentation | Hopkins 155 2-motion sequences original (outlier-free) | Checker Mean Error1.5 | 9 | |
| Motion Segmentation | Hopkins 155 Corrupted 30% outliers 3-motion | Mean Error (Checker)14.92 | 6 | |
| Motion Segmentation | Corrupted Hopkins 155 30% outliers 2-motion | Checker Mean Error7.54 | 6 |
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