# Constrained Clustering on mnist Source: [Constrained Clustering on mnist]() Collection index: [llms.txt]() Data updated: 2026-03-31T08:50:34.454Z Evaluation of constrained clustering algorithms applied to the MNIST dataset, measured by the Algorithm success rate. 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 | Constrained Clustering | | Dataset (including any stated split) | mnist | | Metric | Algorithm Success Rate | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [Algorithm Success Rate](): Higher is better; unit: PERCENT. ## Recorded results | Method | Algorithm Success Rate | Result date | Report paper | | --- | --- | --- | --- | | KSKM | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | KSKM | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | KSKM | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | KSKM\_E | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | KSKM\_E | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | KSKM\_E | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | PCCC | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | PCCC | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | PCCC | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | BLPKMCC | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | BLPKMCC | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | COPKM\_P | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | COPKM\_P | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | COPKM\_P | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | COPKM | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | COPKM | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | BLPKMCC | 20 | Not recorded | 69cb55010636e5bf4afc9eb0 | | COPKM | 0 | Not recorded | 69cb55010636e5bf4afc9eb0 | ### KSKM Algorithm Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ecf7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraints Level":"0.005"}. This record does not assert independent reproduction. ### KSKM Algorithm Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ecf8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraints Level":"0.01"}. This record does not assert independent reproduction. ### KSKM Algorithm Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ecf9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraints Level":"0.05"}. This record does not assert independent reproduction. ### KSKM\_E Algorithm Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ecfa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraints Level":"0.005"}. This record does not assert independent reproduction. ### KSKM\_E Algorithm Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ecfb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraints Level":"0.01"}. This record does not assert independent reproduction. ### KSKM\_E Algorithm Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ecfc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraints Level":"0.05"}. This record does not assert independent reproduction. ### PCCC Algorithm Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ecfd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraints Level":"0.005"}. This record does not assert independent reproduction. ### PCCC Algorithm Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ecfe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraints Level":"0.01"}. This record does not assert independent reproduction. ### PCCC Algorithm Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ecff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraints Level":"0.05"}. This record does not assert independent reproduction. ### BLPKMCC Algorithm Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed00. [Reporting paper]() Recorded evaluation configuration: {"Constraints Level":"0.005"}. This record does not assert independent reproduction. ### BLPKMCC Algorithm Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed02. [Reporting paper]() Recorded evaluation configuration: {"Constraints Level":"0.05"}. This record does not assert independent reproduction. ### COPKM\_P Algorithm Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed03. [Reporting paper]() Recorded evaluation configuration: {"Constraints Level":"0.005"}. This record does not assert independent reproduction. ### COPKM\_P Algorithm Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed04. [Reporting paper]() Recorded evaluation configuration: {"Constraints Level":"0.01"}. This record does not assert independent reproduction. ### COPKM\_P Algorithm Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed05. [Reporting paper]() Recorded evaluation configuration: {"Constraints Level":"0.05"}. This record does not assert independent reproduction. ### COPKM Algorithm Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed06. [Reporting paper]() Recorded evaluation configuration: {"Constraints Level":"0.005"}. This record does not assert independent reproduction. ### COPKM Algorithm Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ed08. [Reporting paper]() Recorded evaluation configuration: {"Constraints Level":"0.05"}. This record does not assert independent reproduction. ### BLPKMCC Algorithm Success Rate: 20. Result ID: 69cb8a6c47f34ce924b3ed01. [Reporting paper]() Recorded evaluation configuration: {"Constraints Level":"0.01"}. This record does not assert independent reproduction. ### COPKM Algorithm Success Rate: 0. Result ID: 69cb8a6c47f34ce924b3ed07. [Reporting paper]() Recorded evaluation configuration: {"Constraints Level":"0.01"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.