# Subspace Clustering on Extended Yale B Source: [Subspace Clustering on Extended Yale B]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:39:25.806Z Evaluation of Subspace Clustering performance on the Extended Yale B dataset, reporting subspace-preserving representation error, clustering accuracy, and running time. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Subspace Clustering | | Dataset (including any stated split) | Extended Yale B | | Metric | Clustering Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 29 of 29 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Clustering Accuracy](): Higher is better; unit: PERCENT. - [Representation Error](): Lower is better; unit: SCALAR. - [Running Time (sec)](): Lower is better; unit: TIME. ## Recorded results | Method | Clustering Accuracy | Result date | Report paper | | --- | --- | --- | --- | | SSC-BP | 99.45 | Not recorded | 68fa627f1e209131ce9f9a1b | | MLRDSC-DA | 99.2 | Not recorded | 68fa69cf1e209131cea2450c | | SSC-OMP | 99.18 | Not recorded | 68fa627f1e209131ce9f9a1b | | DASC | 98.6 | Not recorded | 68fa69cf1e209131cea2450c | | S2ConvSCN | 98.5 | Not recorded | 68fa69cf1e209131cea2450c | | DSC-Net | 97.3 | Not recorded | 68fa69cf1e209131cea2450c | | LSR | 96.77 | Not recorded | 68fa627f1e209131ce9f9a1b | | LRSC | 94.32 | Not recorded | 68fa627f1e209131ce9f9a1b | | J-DSSC | 92.4 | Not recorded | 68fa69cf1e209131cea2450c | | SSC-BP | 91.85 | Not recorded | 68fa627f1e209131ce9f9a1b | | A-DSSC | 91.7 | Not recorded | 68fa69cf1e209131cea2450c | | SSC-OMP | 86.09 | Not recorded | 68fa627f1e209131ce9f9a1b | | SSC-OMP | 81.55 | Not recorded | 68fa627f1e209131ce9f9a1b | | SSC-BP | 79.8 | Not recorded | 68fa627f1e209131ce9f9a1b | | SCC | 78.91 | Not recorded | 68fa627f1e209131ce9f9a1b | | SSC-OMP | 78.27 | Not recorded | 68fa627f1e209131ce9f9a1b | | SSC-OMP | 77.59 | Not recorded | 68fa627f1e209131ce9f9a1b | | SSC-BP | 76.1 | Not recorded | 68fa627f1e209131ce9f9a1b | | SSC-BP | 68.97 | Not recorded | 68fa627f1e209131ce9f9a1b | | LSR | 67.79 | Not recorded | 68fa627f1e209131ce9f9a1b | | LRSC | 67.49 | Not recorded | 68fa627f1e209131ce9f9a1b | | LSR | 67.17 | Not recorded | 68fa627f1e209131ce9f9a1b | | LRSC | 66.98 | Not recorded | 68fa627f1e209131ce9f9a1b | | LRSC | 66.78 | Not recorded | 68fa627f1e209131ce9f9a1b | | LRSC | 66.34 | Not recorded | 68fa627f1e209131ce9f9a1b | | LSR | 63.96 | Not recorded | 68fa627f1e209131ce9f9a1b | | LSR | 62.89 | Not recorded | 68fa627f1e209131ce9f9a1b | | SCC | 14.15 | Not recorded | 68fa627f1e209131ce9f9a1b | | SCC | 12.8 | Not recorded | 68fa627f1e209131ce9f9a1b | ### SSC-BP Clustering Accuracy: 99.45. Result ID: 698bd9ddecace47ef55926fb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of subjects":2}. This record does not assert independent reproduction. ### MLRDSC-DA Clustering Accuracy: 99.2. Result ID: 698de948ffc3901de0998413. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Neural"}. This record does not assert independent reproduction. ### SSC-OMP Clustering Accuracy: 99.18. Result ID: 698bd9ddecace47ef55926f6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of subjects":2}. This record does not assert independent reproduction. ### DASC Clustering Accuracy: 98.6. Result ID: 698de948ffc3901de0998411. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Neural"}. This record does not assert independent reproduction. ### S2ConvSCN Clustering Accuracy: 98.5. Result ID: 698de948ffc3901de0998412. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Category":"Neural"}. This record does not assert independent reproduction. ### DSC-Net Clustering Accuracy: 97.3. Result ID: 698de948ffc3901de0998410. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Neural"}. This record does not assert independent reproduction. ### LSR Clustering Accuracy: 96.77. Result ID: 698bd9ddecace47ef5592700. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of subjects":2}. This record does not assert independent reproduction. ### LRSC Clustering Accuracy: 94.32. Result ID: 698bd9ddecace47ef5592705. [Reporting paper]() Recorded evaluation configuration: {"Number of subjects":2}. This record does not assert independent reproduction. ### J-DSSC Clustering Accuracy: 92.4. Result ID: 698de948ffc3901de0998414. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Category":"Doubly Stochastic"}. This record does not assert independent reproduction. ### SSC-BP Clustering Accuracy: 91.85. Result ID: 698bd9ddecace47ef55926fc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of subjects":10}. This record does not assert independent reproduction. ### A-DSSC Clustering Accuracy: 91.7. Result ID: 698de948ffc3901de0998415. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Category":"Doubly Stochastic"}. This record does not assert independent reproduction. ### SSC-OMP Clustering Accuracy: 86.09. Result ID: 698bd9ddecace47ef55926f7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of subjects":10}. This record does not assert independent reproduction. ### SSC-OMP Clustering Accuracy: 81.55. Result ID: 698bd9ddecace47ef55926f8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of subjects":20}. This record does not assert independent reproduction. ### SSC-BP Clustering Accuracy: 79.8. Result ID: 698bd9ddecace47ef55926fd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of subjects":20}. This record does not assert independent reproduction. ### SCC Clustering Accuracy: 78.91. Result ID: 698bd9ddecace47ef559270a. [Reporting paper]() Recorded evaluation configuration: {"Number of subjects":2}. This record does not assert independent reproduction. ### SSC-OMP Clustering Accuracy: 78.27. Result ID: 698bd9ddecace47ef55926f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of subjects":30}. This record does not assert independent reproduction. ### SSC-OMP Clustering Accuracy: 77.59. Result ID: 698bd9ddecace47ef55926fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of subjects":38}. This record does not assert independent reproduction. ### SSC-BP Clustering Accuracy: 76.1. Result ID: 698bd9ddecace47ef55926fe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of subjects":30}. This record does not assert independent reproduction. ### SSC-BP Clustering Accuracy: 68.97. Result ID: 698bd9ddecace47ef55926ff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of subjects":38}. This record does not assert independent reproduction. ### LSR Clustering Accuracy: 67.79. Result ID: 698bd9ddecace47ef5592703. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of subjects":30}. This record does not assert independent reproduction. ### LRSC Clustering Accuracy: 67.49. Result ID: 698bd9ddecace47ef5592708. [Reporting paper]() Recorded evaluation configuration: {"Number of subjects":30}. This record does not assert independent reproduction. ### LSR Clustering Accuracy: 67.17. Result ID: 698bd9ddecace47ef5592702. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of subjects":20}. This record does not assert independent reproduction. ### LRSC Clustering Accuracy: 66.98. Result ID: 698bd9ddecace47ef5592706. [Reporting paper]() Recorded evaluation configuration: {"Number of subjects":10}. This record does not assert independent reproduction. ### LRSC Clustering Accuracy: 66.78. Result ID: 698bd9ddecace47ef5592709. [Reporting paper]() Recorded evaluation configuration: {"Number of subjects":38}. This record does not assert independent reproduction. ### LRSC Clustering Accuracy: 66.34. Result ID: 698bd9ddecace47ef5592707. [Reporting paper]() Recorded evaluation configuration: {"Number of subjects":20}. This record does not assert independent reproduction. ### LSR Clustering Accuracy: 63.96. Result ID: 698bd9ddecace47ef5592704. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of subjects":38}. This record does not assert independent reproduction. ### LSR Clustering Accuracy: 62.89. Result ID: 698bd9ddecace47ef5592701. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of subjects":10}. This record does not assert independent reproduction. ### SCC Clustering Accuracy: 14.15. Result ID: 698bd9ddecace47ef559270b. [Reporting paper]() Recorded evaluation configuration: {"Number of subjects":30}. This record does not assert independent reproduction. ### SCC Clustering Accuracy: 12.8. Result ID: 698bd9ddecace47ef559270c. [Reporting paper]() Recorded evaluation configuration: {"Number of subjects":38}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.