# Polarized Community Discovery on SD Source: [Polarized Community Discovery on SD]() Collection index: [llms.txt]() Data updated: 2026-03-10T07:11:07.445Z Evaluation of Polarized Community Discovery performance on the SD dataset, measured using POL and IF metrics. 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 | Polarized Community Discovery | | Dataset (including any stated split) | SD | | Metric | POL | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 26 of 26 | | 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 - [POL](): Higher is better; unit: SCALAR. - [IF](): Higher is better; unit: PERCENT. ## Recorded results | Method | POL | Result date | Report paper | | --- | --- | --- | --- | | N2PC | 81.8 | Not recorded | 68fa7c6e1e209131cea8e0bf | | N2PC | 81.2 | Not recorded | 68fa7c6e1e209131cea8e0bf | | N2PC | 81.1 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MO | 79.7 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MA | 77.5 | Not recorded | 68fa7c6e1e209131cea8e0bf | | LSPCD | 75.9 | Not recorded | 68fa7c6e1e209131cea8e0bf | | LSPCD | 61.1 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-B | 61 | Not recorded | 68fa7c6e1e209131cea8e0bf | | LSPCD | 57.1 | Not recorded | 68fa7c6e1e209131cea8e0bf | | N2PC | 55 | Not recorded | 68fa7c6e1e209131cea8e0bf | | N2PC | 52.1 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-B | 48.3 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-B | 47.7 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MO | 38.5 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MA | 37.8 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MA | 35.5 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MO | 34.6 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-R | 29.7 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-R | 10.7 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-R | 7.9 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-1 | 3.6 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-r | 3.3 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-r | 3 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-r | 2.6 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-1 | 2.6 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-1 | 2 | Not recorded | 68fa7c6e1e209131cea8e0bf | ### N2PC POL: 81.8. Result ID: 69afc3f36dbb7075b9579b17. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"1.5"}. This record does not assert independent reproduction. ### N2PC POL: 81.2. Result ID: 69afc3f36dbb7075b9579b15. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"1"}. This record does not assert independent reproduction. ### N2PC POL: 81.1. Result ID: 69afc3f36dbb7075b9579b16. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"1.2"}. This record does not assert independent reproduction. ### SCG-MO POL: 79.7. Result ID: 69afc3f36dbb7075b9579b10. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### SCG-MA POL: 77.5. Result ID: 69afc3f36dbb7075b9579b0f. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### LSPCD POL: 75.9. Result ID: 69afc3f36dbb7075b9579b0e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### LSPCD POL: 61.1. Result ID: 69afc3f36dbb7075b9579b1a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### SCG-B POL: 61. Result ID: 69afc3f36dbb7075b9579b11. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### LSPCD POL: 57.1. Result ID: 69afc3f36dbb7075b9579b21. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### N2PC POL: 55. Result ID: 69afc3f36dbb7075b9579b18. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"1.7"}. This record does not assert independent reproduction. ### N2PC POL: 52.1. Result ID: 69afc3f36dbb7075b9579b19. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"2.0"}. This record does not assert independent reproduction. ### SCG-B POL: 48.3. Result ID: 69afc3f36dbb7075b9579b1d. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### SCG-B POL: 47.7. Result ID: 69afc3f36dbb7075b9579b24. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### SCG-MO POL: 38.5. Result ID: 69afc3f36dbb7075b9579b1c. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### SCG-MA POL: 37.8. Result ID: 69afc3f36dbb7075b9579b22. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### SCG-MA POL: 35.5. Result ID: 69afc3f36dbb7075b9579b1b. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### SCG-MO POL: 34.6. Result ID: 69afc3f36dbb7075b9579b23. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### SCG-R POL: 29.7. Result ID: 69afc3f36dbb7075b9579b12. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### SCG-R POL: 10.7. Result ID: 69afc3f36dbb7075b9579b1e. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### SCG-R POL: 7.9. Result ID: 69afc3f36dbb7075b9579b25. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### KOCG-TOP-1 POL: 3.6. Result ID: 69afc3f36dbb7075b9579b26. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### KOCG-TOP-r POL: 3.3. Result ID: 69afc3f36dbb7075b9579b27. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### KOCG-TOP-r POL: 3. Result ID: 69afc3f36dbb7075b9579b20. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### KOCG-TOP-r POL: 2.6. Result ID: 69afc3f36dbb7075b9579b14. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### KOCG-TOP-1 POL: 2.6. Result ID: 69afc3f36dbb7075b9579b1f. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### KOCG-TOP-1 POL: 2. Result ID: 69afc3f36dbb7075b9579b13. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.