Subspace Clustering on Yale-B
97.1ACCDSC-Net-PP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DSC-Net-PPMethod Category=Neural2020.11 | 97.1 | 96.1 | 3.8 | 22.1 | |
| J-DSSCMethod Category=Doubly Stochastic2020.11 | 92.4 | 95.2 | 8 | 14.5 | |
| A-DSSCMethod Category=Doubly Stochastic2020.11 | 91.7 | 94.7 | 8 | 14.4 | |
| AutoSC-BOtime=78.32021.07 | 90.9 | — | — | — | |
| AutoSC-GDtime=19.12021.07 | 89.7 | — | — | — | |
| S3COMPMethod Category=Shallow Affinity-Based2020.11 | 87.4 | — | 20.3 | — | |
| EDSCtime=58.62021.07 | 80.6 | — | — | — | |
| SSC-OMPMethod Category=Shallow Affinity-Based2020.11 | 78 | 84.4 | 17.9 | 9.1 | |
| SSC-OMPtime=8.92021.07 | 76.8 | — | — | — | |
| SSCtime=273.82021.07 | 72.3 | — | — | — | |
| BDR-Btime=368.82021.07 | 71.9 | — | — | — | |
| DSC-NetMethod Category=Neural2020.11 | 69.1 | 74.6 | 88.1 | 2,414 | |
| LRSCMethod Category=Shallow Affinity-Based2020.11 | 66.2 | 73.9 | 87.5 | 2,414 | |
| LSRMethod Category=Shallow Affinity-Based2020.11 | 65.9 | 74.3 | 86.9 | 2,413 | |
| SSCMethod Category=Shallow Affinity-Based2020.11 | 65.4 | 73.4 | 21.7 | 22.9 | |
| EnSCMethod Category=Shallow Affinity-Based2020.11 | 65.2 | 73.4 | 21.8 | 23.7 | |
| KSSCtime=464.32021.07 | 64.9 | — | — | — | |
| LRRtime=928.12021.07 | 64.3 | — | — | — | |
| BDR-Ztime=368.82021.07 | 59.6 | — | — | — | |
| LSRtime=7.32021.07 | 59.2 | — | — | — | |
| TSCMethod Category=Shallow Affinity-Based2020.11 | 51.4 | 62.9 | 21.7 | 4.3 | |
| AutoSC-BOSearch Strategy=Bayesian Optimization2021.07 | — | 92.8 | — | — | |
| AutoSC-GDSearch Strategy=Gradient Descent2021.07 | — | 91.9 | — | — | |
| BDR-B2021.07 | — | 74.3 | — | — | |
| BDR-Z2021.07 | — | 66.6 | — | — | |
| EDSC2021.07 | — | 83.5 | — | — | |
| KSSC2021.07 | — | 73 | — | — | |
| LRR2021.07 | — | 70.3 | — | — | |
| SSC2021.07 | — | 81.7 | — | — | |
| SSC-OMP2021.07 | — | 84.1 | — | — |