# Constrained Clustering on COL4 (Success Rate) Source: [Constrained Clustering on COL4 (Success Rate)]() Collection index: [llms.txt]() Data updated: 2026-03-31T08:50:34.273Z Evaluation of Constrained Clustering performance on the COL4 dataset, measured by 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) | COL4 | | Metric | 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 - [Success Rate](): Higher is better; unit: PERCENT. ## Recorded results | Method | Success Rate | Result date | Report paper | | --- | --- | --- | --- | | KSKM | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | KSKM\_E | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | PCCC | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | BLPKMCC | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | COPKM\_P | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | KSKM | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | KSKM\_E | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | COPKM\_P | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | KSKM | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | KSKM\_E | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | COPKM\_P | 100 | Not recorded | 69cb55010636e5bf4afc9eb0 | | PCCC | 92 | Not recorded | 69cb55010636e5bf4afc9eb0 | | COPKM | 83 | Not recorded | 69cb55010636e5bf4afc9eb0 | | PCCC | 83 | Not recorded | 69cb55010636e5bf4afc9eb0 | | BLPKMCC | 83 | Not recorded | 69cb55010636e5bf4afc9eb0 | | BLPKMCC | 78 | Not recorded | 69cb55010636e5bf4afc9eb0 | | COPKM | 67 | Not recorded | 69cb55010636e5bf4afc9eb0 | | COPKM | 50 | Not recorded | 69cb55010636e5bf4afc9eb0 | ### KSKM Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ec9d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraint Level":"0.005"}. This record does not assert independent reproduction. ### KSKM\_E Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ec9e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraint Level":"0.005"}. This record does not assert independent reproduction. ### PCCC Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ec9f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraint Level":"0.005"}. This record does not assert independent reproduction. ### BLPKMCC Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3eca0. [Reporting paper]() Recorded evaluation configuration: {"Constraint Level":"0.005"}. This record does not assert independent reproduction. ### COPKM\_P Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3eca1. [Reporting paper]() Recorded evaluation configuration: {"Constraint Level":"0.005"}. This record does not assert independent reproduction. ### KSKM Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3eca3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraint Level":"0.01"}. This record does not assert independent reproduction. ### KSKM\_E Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3eca4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraint Level":"0.01"}. This record does not assert independent reproduction. ### COPKM\_P Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3eca7. [Reporting paper]() Recorded evaluation configuration: {"Constraint Level":"0.01"}. This record does not assert independent reproduction. ### KSKM Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3eca9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraint Level":"0.05"}. This record does not assert independent reproduction. ### KSKM\_E Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ecaa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraint Level":"0.05"}. This record does not assert independent reproduction. ### COPKM\_P Success Rate: 100. Result ID: 69cb8a6c47f34ce924b3ecad. [Reporting paper]() Recorded evaluation configuration: {"Constraint Level":"0.05"}. This record does not assert independent reproduction. ### PCCC Success Rate: 92. Result ID: 69cb8a6c47f34ce924b3eca5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraint Level":"0.01"}. This record does not assert independent reproduction. ### COPKM Success Rate: 83. Result ID: 69cb8a6c47f34ce924b3eca2. [Reporting paper]() Recorded evaluation configuration: {"Constraint Level":"0.005"}. This record does not assert independent reproduction. ### PCCC Success Rate: 83. Result ID: 69cb8a6c47f34ce924b3ecab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraint Level":"0.05"}. This record does not assert independent reproduction. ### BLPKMCC Success Rate: 83. Result ID: 69cb8a6c47f34ce924b3ecac. [Reporting paper]() Recorded evaluation configuration: {"Constraint Level":"0.05"}. This record does not assert independent reproduction. ### BLPKMCC Success Rate: 78. Result ID: 69cb8a6c47f34ce924b3eca6. [Reporting paper]() Recorded evaluation configuration: {"Constraint Level":"0.01"}. This record does not assert independent reproduction. ### COPKM Success Rate: 67. Result ID: 69cb8a6c47f34ce924b3ecae. [Reporting paper]() Recorded evaluation configuration: {"Constraint Level":"0.05"}. This record does not assert independent reproduction. ### COPKM Success Rate: 50. Result ID: 69cb8a6c47f34ce924b3eca8. [Reporting paper]() Recorded evaluation configuration: {"Constraint Level":"0.01"}. This record does not assert independent reproduction. Page 1 of 1. 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