Motion Segmentation on Hopkins 155 (all sequences)
0.31Mean Clustering ErrorSubset
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SubsetModel Category=Multi-View2018.04 | 0.31 | — | — | — | — | |
| Subset2019.05 | 0.31 | — | — | — | — | |
| KerAddModel Category=Multi-View2018.04 | 0.36 | — | — | — | — | |
| KerAdd2019.05 | 0.36 | — | — | — | — | |
| RCUR2017.11 | 0.36 | 0 | — | — | — | |
| CoRegModel Category=Multi-View2018.04 | 0.46 | — | — | — | — | |
| Coreg2019.05 | 0.46 | — | — | — | — | |
| AffineModel Category=Single-View2018.04 | 0.59 | — | — | — | — | |
| HomographyModel Category=Single-View2018.04 | 0.71 | — | — | — | — | |
| NLS2017.11 | 0.76 | 0.2 | — | — | — | |
| RSIM2017.11 | 0.81 | 0 | — | — | — | |
| MSSCModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 0.83 | — | — | — | — | |
| MSSC2019.05 | 0.83 | — | — | — | — | |
| RSIMModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 1.01 | — | — | — | — | |
| RSIM2019.05 | 1.01 | — | — | — | — | |
| SSC-N2017.11 | 1.24 | 0 | — | — | — | |
| MODE2019.05 | 1.37 | — | — | — | — | |
| SSC-B2017.11 | 1.45 | 0 | — | — | — | |
| LRRModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 1.59 | — | — | — | — | |
| LRR2019.05 | 1.59 | — | — | — | — | |
| FundamentalModel Category=Single-View2018.04 | 1.79 | — | — | — | — | |
| T-LinkageModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 1.97 | — | — | — | — | |
| T-Linkage2019.05 | 1.97 | — | — | — | — | |
| SSCData Dimensionality=2F, Similarity Matrix Normalization=true2012.03 | 2.18 | 0 | — | — | — | |
| SSCModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 2.18 | — | — | — | — | |
| SSC2019.05 | 2.18 | — | — | — | — | |
| TPVModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 2.34 | — | — | — | — | |
| TPV2019.05 | 2.34 | — | — | — | — | |
| SSCData Dimensionality=4n PCA, Similarity Matrix Normalization=true2012.03 | 2.41 | 0 | — | — | — | |
| LRR-HData Dimensionality=2F, Post-processing=Heuristic2012.03 | 2.56 | 0 | — | — | — | |
| FRR2Representation type=LR2012.03 | 2.6 | 0 | 6.5 | 41.5 | — | |
| S3CModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 2.61 | — | — | — | — | |
| S3C2019.05 | 2.61 | — | — | — | — | |
| SSCData Dimensionality=2F, Similarity Matrix Normalization=false2012.03 | 2.79 | 0 | — | — | — | |
| SSC (without normalization)Data Dimensionality=4n PCA, Similarity Matrix Normalization=false2012.03 | 2.85 | 0 | — | — | — | |
| FRR1Normalization constraint=True2012.03 | 3.5 | 0 | 8.9 | 41.8 | — | |
| ALCModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 3.56 | — | — | — | — | |
| ALC2019.05 | 3.56 | — | — | — | — | |
| LRR-HData Dimensionality=4n PCA, Post-processing=true2012.03 | 3.74 | 0 | — | — | — | |
| Baseline2019.05 | 3.79 | — | — | — | — | |
| SCCData Dimensionality=2F2012.03 | 4.1 | 0 | — | — | — | |
| SCCData Dimensionality=4n PCA2012.03 | 4.14 | 0 | — | — | — | |
| LRR2012.03 | 4.3 | 0.6 | 8.9 | 41.5 | — | |
| LSAData Dimensionality=4n PCA2012.03 | 4.52 | 0.57 | — | — | — | |
| LRSCData Dimensionality=2F2012.03 | 4.59 | 0.6 | — | — | — | |
| LRSCData Dimensionality=4n PCA2012.03 | 4.74 | 0.58 | — | — | — | |
| LSAData Dimensionality=2F2012.03 | 4.86 | 0.89 | — | — | — | |
| LSAModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 4.86 | — | — | — | — | |
| LSA2019.05 | 4.86 | — | — | — | — | |
| LRRData Dimensionality=2F2012.03 | 5.41 | 0.53 | — | — | — | |
| SSC2012.03 | 5.5 | 0 | 11.6 | 49.9 | — | |
| LRRData Dimensionality=4n PCA, Post-processing=false2012.03 | 5.98 | 0.59 | — | — | — | |
| LSA2012.03 | 9.1 | 4.8 | 10.1 | 46.6 | — | |
| GPCAModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 10.02 | — | — | — | — | |
| GPCA2019.05 | 10.02 | — | — | — | — | |
| RANSAC2012.03 | 10.8 | 4.2 | 13.5 | 49.3 | — | |
| SIM2012.03 | 25.1 | 25.3 | 15.7 | 64.1 | — | |
| FRR2012.03 | — | — | — | — | 1.2847 | |
| LRR2012.03 | — | — | — | — | 55.6259 | |
| LRR(A)Type=Accelerated2012.03 | — | — | — | — | 2.3319 | |
| SSC2012.03 | — | — | — | — | 4.5057 |