# Polarized Community Discovery on EP Source: [Polarized Community Discovery on EP]() Collection index: [llms.txt]() Data updated: 2026-03-10T07:11:07.507Z Evaluation of Polarized Community Discovery performance on the EP 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) | EP | | 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 | 169.9 | Not recorded | 68fa7c6e1e209131cea8e0bf | | N2PC | 169.8 | Not recorded | 68fa7c6e1e209131cea8e0bf | | N2PC | 169.7 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-B | 156.4 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MO | 129.2 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MO | 129 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MO | 128.7 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MA | 128.3 | Not recorded | 68fa7c6e1e209131cea8e0bf | | LSPCD | 127.8 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MA | 127.4 | Not recorded | 68fa7c6e1e209131cea8e0bf | | N2PC | 124.3 | Not recorded | 68fa7c6e1e209131cea8e0bf | | LSPCD | 111.5 | Not recorded | 68fa7c6e1e209131cea8e0bf | | LSPCD | 103.4 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-B | 94.5 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-B | 94.4 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MA | 88.8 | Not recorded | 68fa7c6e1e209131cea8e0bf | | N2PC | 76.7 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-R | 72.3 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-R | 65.1 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-R | 43.3 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-r | 14 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-r | 11 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-1 | 8.9 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-1 | 8.2 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-r | 6.8 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-1 | 6 | Not recorded | 68fa7c6e1e209131cea8e0bf | ### N2PC POL: 169.9. Result ID: 69afc3f36dbb7075b9579b4b. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"1.5"}. This record does not assert independent reproduction. ### N2PC POL: 169.8. Result ID: 69afc3f36dbb7075b9579b4a. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"1.2"}. This record does not assert independent reproduction. ### N2PC POL: 169.7. Result ID: 69afc3f36dbb7075b9579b49. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"1"}. This record does not assert independent reproduction. ### SCG-B POL: 156.4. Result ID: 69afc3f36dbb7075b9579b45. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### SCG-MO POL: 129.2. Result ID: 69afc3f36dbb7075b9579b57. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### SCG-MO POL: 129. Result ID: 69afc3f36dbb7075b9579b50. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### SCG-MO POL: 128.7. Result ID: 69afc3f36dbb7075b9579b44. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### SCG-MA POL: 128.3. Result ID: 69afc3f36dbb7075b9579b43. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### LSPCD POL: 127.8. Result ID: 69afc3f36dbb7075b9579b42. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### SCG-MA POL: 127.4. Result ID: 69afc3f36dbb7075b9579b4f. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### N2PC POL: 124.3. Result ID: 69afc3f36dbb7075b9579b4c. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"1.7"}. This record does not assert independent reproduction. ### LSPCD POL: 111.5. Result ID: 69afc3f36dbb7075b9579b4e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### LSPCD POL: 103.4. Result ID: 69afc3f36dbb7075b9579b55. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### SCG-B POL: 94.5. Result ID: 69afc3f36dbb7075b9579b58. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### SCG-B POL: 94.4. Result ID: 69afc3f36dbb7075b9579b51. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### SCG-MA POL: 88.8. Result ID: 69afc3f36dbb7075b9579b56. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### N2PC POL: 76.7. Result ID: 69afc3f36dbb7075b9579b4d. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"2.0"}. This record does not assert independent reproduction. ### SCG-R POL: 72.3. Result ID: 69afc3f36dbb7075b9579b46. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### SCG-R POL: 65.1. Result ID: 69afc3f36dbb7075b9579b52. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### SCG-R POL: 43.3. Result ID: 69afc3f36dbb7075b9579b59. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### KOCG-TOP-r POL: 14. Result ID: 69afc3f36dbb7075b9579b48. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### KOCG-TOP-r POL: 11. Result ID: 69afc3f36dbb7075b9579b54. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### KOCG-TOP-1 POL: 8.9. Result ID: 69afc3f36dbb7075b9579b53. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### KOCG-TOP-1 POL: 8.2. Result ID: 69afc3f36dbb7075b9579b47. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### KOCG-TOP-r POL: 6.8. Result ID: 69afc3f36dbb7075b9579b5b. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### KOCG-TOP-1 POL: 6. Result ID: 69afc3f36dbb7075b9579b5a. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. Page 1 of 1. 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