Subspace Clustering on ORL
91.5NMIDSC-Net-PP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DSC-Net-PPMethod Category=Neural2020.11 | 91.5 | — | 84.5 | 42.1 | 20.7 | |
| A-DSSCMethod Category=Doubly Stochastic2020.11 | 91 | — | 79 | 15.9 | 9.8 | |
| AutoSC-GDSearch Strategy=Gradient Descent2021.07 | 90.7 | — | — | — | — | |
| J-DSSCMethod Category=Doubly Stochastic2020.11 | 90.6 | — | 78.5 | 17.6 | 10.8 | |
| SSCMethod Category=Shallow Affinity-Based2020.11 | 90.3 | — | 77.4 | 24 | 12.3 | |
| EnSCMethod Category=Shallow Affinity-Based2020.11 | 90.3 | — | 77.4 | 26.8 | 14.4 | |
| AutoSC-BOSearch Strategy=Bayesian Optimization2021.07 | 90.3 | — | — | — | — | |
| TSCMethod Category=Shallow Affinity-Based2020.11 | 89.6 | — | 78.3 | 27.2 | 9.3 | |
| DSC-NetMethod Category=Neural2020.11 | 87.8 | — | 75.8 | 88.5 | 400 | |
| BDR-Z2021.07 | 87.5 | — | — | — | — | |
| LRR2021.07 | 87.2 | — | — | — | — | |
| KSSC2021.07 | 87.2 | — | — | — | — | |
| BDR-B2021.07 | 86.5 | — | — | — | — | |
| LSRMethod Category=Shallow Affinity-Based2020.11 | 85.6 | — | 70.9 | 88.4 | 399 | |
| EDSC2021.07 | 85.6 | — | — | — | — | |
| SSC2021.07 | 84.9 | — | — | — | — | |
| LRSCMethod Category=Shallow Affinity-Based2020.11 | 83.4 | — | 67.9 | 87.4 | 400 | |
| SSC-OMPMethod Category=Shallow Affinity-Based2020.11 | 83.2 | — | 66.4 | 30.5 | 5 | |
| SSC-OMP2021.07 | 81.5 | — | — | — | — | |
| A-DSSCMethod Category=Doubly Stochastic2020.11 | — | — | 79 | — | — | |
| AE+EDSC2019.05 | — | 26.25 | — | — | — | |
| AE+SSC2019.05 | — | 26.75 | — | — | — | |
| DASC2019.05 | — | 11.75 | — | — | — | |
| DASCMethod Category=Neural2020.11 | — | — | 88.3 | — | — | |
| DSC-l12019.05 | — | 14.25 | — | — | — | |
| DSC-l22019.05 | — | 14 | — | — | — | |
| DSC-NetMethod Category=Neural2020.11 | — | — | 86 | — | — | |
| EDSC2019.05 | — | 27.25 | — | — | — | |
| J-DSSCMethod Category=Doubly Stochastic2020.11 | — | — | 78.5 | — | — | |
| KSSC2019.05 | — | 34.25 | — | — | — | |
| LRR2019.05 | — | 33.5 | — | — | — | |
| LRSC2019.05 | — | 32.5 | — | — | — | |
| MLRDSC-DAMethod Category=Neural2020.11 | — | — | 89.7 | — | — | |
| S2ConvSCNMethod Category=Neural2020.11 | — | — | 89.5 | — | — | |
| S2ConvSCN-l12019.05 | — | 10.5 | — | — | — | |
| S2ConvSCN-l22019.05 | — | 11.25 | — | — | — | |
| soft S3C+2019.05 | — | 26 | — | — | — | |
| SSC2019.05 | — | 29.5 | — | — | — | |
| SSC-OMP2019.05 | — | 37.05 | — | — | — |