Motion Segmentation on Hopkins 155 3-motion sequences
0.58Mean Clustering Error (%)Subset
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SubsetModel Category=Multi-View2018.04 | 0.58 | — | — | — | |
| Subset2019.05 | 0.58 | — | — | — | |
| KerAddModel Category=Multi-View2018.04 | 0.66 | — | — | — | |
| KerAdd2019.05 | 0.66 | — | — | — | |
| CoRegModel Category=Multi-View2018.04 | 0.75 | — | — | — | |
| Coreg2019.05 | 0.75 | — | — | — | |
| AffineModel Category=Single-View2018.04 | 1.26 | — | — | — | |
| HomographyModel Category=Single-View2018.04 | 1.61 | — | — | — | |
| RSIMModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 1.77 | — | — | — | |
| RSIM2019.05 | 1.77 | — | — | — | |
| MSSCModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 1.84 | — | — | — | |
| MSSC2019.05 | 1.84 | — | — | — | |
| CLAR2015.08 | 2.6 | 0.51 | — | — | |
| MODE2019.05 | 2.67 | — | — | — | |
| LRR-HData Dimensionality=2F, Post-processing=Heuristic2012.03 | 4.03 | 1.43 | — | — | |
| LRR2015.08 | 4.03 | 1.43 | — | — | |
| SSCData Dimensionality=4n PCA, Similarity Matrix Normalization=true2012.03 | 4.4 | 0.56 | — | — | |
| SSCData Dimensionality=2F, Similarity Matrix Normalization=true2012.03 | 4.4 | 0.56 | — | — | |
| SSCModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 4.4 | — | — | — | |
| SSC2019.05 | 4.4 | — | — | — | |
| SSC2015.08 | 4.4 | 0.56 | — | — | |
| FRR2Representation type=LR2012.03 | 4.7 | 1 | 9.1 | 41.5 | |
| LRR-HData Dimensionality=4n PCA, Post-processing=true2012.03 | 4.86 | 1.47 | — | — | |
| S3CModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 4.92 | — | — | — | |
| S3C2019.05 | 4.92 | — | — | — | |
| TPVModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 4.98 | — | — | — | |
| LRRModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 4.98 | — | — | — | |
| TPV2019.05 | 4.98 | — | — | — | |
| LRR2019.05 | 4.98 | — | — | — | |
| SSCData Dimensionality=2F, Similarity Matrix Normalization=false2012.03 | 5.27 | 0.4 | — | — | |
| SSC (without normalization)Data Dimensionality=4n PCA, Similarity Matrix Normalization=false2012.03 | 5.29 | 0.4 | — | — | |
| T-LinkageModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 5.78 | — | — | — | |
| T-Linkage2019.05 | 5.78 | — | — | — | |
| FRR1Normalization constraint=True2012.03 | 5.9 | 1.4 | 10.9 | 39.4 | |
| ALCModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 6.69 | — | — | — | |
| ALC2019.05 | 6.69 | — | — | — | |
| LSAData Dimensionality=2F2012.03 | 7.02 | 1.45 | — | — | |
| LSAModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 7.02 | — | — | — | |
| LSA2019.05 | 7.02 | — | — | — | |
| LSA2015.08 | 7.02 | 1.45 | — | — | |
| FundamentalModel Category=Single-View2018.04 | 7.6 | — | — | — | |
| LSAData Dimensionality=4n PCA2012.03 | 7.65 | 1.27 | — | — | |
| LRSCData Dimensionality=2F2012.03 | 7.69 | 3.8 | — | — | |
| LRSC2015.08 | 7.69 | 3.8 | — | — | |
| LRSCData Dimensionality=4n PCA2012.03 | 7.72 | 3.8 | — | — | |
| LRR2012.03 | 7.8 | 2.8 | 10.3 | 41.5 | |
| SCCData Dimensionality=4n PCA2012.03 | 7.91 | 1.14 | — | — | |
| SCCData Dimensionality=2F2012.03 | 8.25 | 0.24 | — | — | |
| Baseline2019.05 | 9.04 | — | — | — | |
| LRRData Dimensionality=4n PCA, Post-processing=false2012.03 | 9.89 | 6.22 | — | — | |
| LRRData Dimensionality=2F2012.03 | 9.89 | 6.22 | — | — | |
| SSC2012.03 | 11.4 | 3.3 | 15 | 44.6 | |
| RANSAC2012.03 | 13.8 | 7.8 | 13.7 | 44.7 | |
| LSA2012.03 | 16.8 | 15.6 | 12.6 | 46.6 | |
| SIM2012.03 | 27.9 | 28.5 | 15.8 | 64.1 | |
| GPCAModel Category=State-of-the-Art, Correct number of motion=true2018.04 | 28.66 | — | — | — | |
| GPCA2019.05 | 28.66 | — | — | — |