# Polarized Community Discovery on WikiP Source: [Polarized Community Discovery on WikiP]() Collection index: [llms.txt]() Data updated: 2026-03-10T07:11:07.537Z Evaluation of Polarized Community Discovery performance on the WikiP dataset, measured using POL and IF scores. 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) | WikiP | | Metric | POL Score | | 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 Score](): Higher is better; unit: SCALAR. - [IF Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | POL Score | Result date | Report paper | | --- | --- | --- | --- | | SCG-MO | 88.4 | Not recorded | 68fa7c6e1e209131cea8e0bf | | N2PC | 87.5 | Not recorded | 68fa7c6e1e209131cea8e0bf | | N2PC | 87.1 | Not recorded | 68fa7c6e1e209131cea8e0bf | | N2PC | 86.6 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MA | 82.8 | Not recorded | 68fa7c6e1e209131cea8e0bf | | LSPCD | 82 | Not recorded | 68fa7c6e1e209131cea8e0bf | | N2PC | 75.2 | Not recorded | 68fa7c6e1e209131cea8e0bf | | LSPCD | 71.6 | Not recorded | 68fa7c6e1e209131cea8e0bf | | LSPCD | 58.7 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MA | 57.5 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MA | 56.5 | Not recorded | 68fa7c6e1e209131cea8e0bf | | N2PC | 48.3 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-B | 46.5 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-B | 46 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-B | 45.7 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MO | 41.8 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MO | 39.7 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-R | 36.1 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-R | 33.7 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-1 | 10.1 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-r | 4.4 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-r | 3.6 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-R | 3.3 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-1 | 3.1 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-1 | 3 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-r | 1.3 | Not recorded | 68fa7c6e1e209131cea8e0bf | ### SCG-MO POL Score: 88.4. Result ID: 69afc3f36dbb7075b9579b5e. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### N2PC POL Score: 87.5. Result ID: 69afc3f36dbb7075b9579b63. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"1"}. This record does not assert independent reproduction. ### N2PC POL Score: 87.1. Result ID: 69afc3f36dbb7075b9579b64. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"1.2"}. This record does not assert independent reproduction. ### N2PC POL Score: 86.6. Result ID: 69afc3f36dbb7075b9579b65. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"1.5"}. This record does not assert independent reproduction. ### SCG-MA POL Score: 82.8. Result ID: 69afc3f36dbb7075b9579b5d. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### LSPCD POL Score: 82. Result ID: 69afc3f36dbb7075b9579b5c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### N2PC POL Score: 75.2. Result ID: 69afc3f36dbb7075b9579b66. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"1.7"}. This record does not assert independent reproduction. ### LSPCD POL Score: 71.6. Result ID: 69afc3f36dbb7075b9579b68. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### LSPCD POL Score: 58.7. Result ID: 69afc3f36dbb7075b9579b6f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### SCG-MA POL Score: 57.5. Result ID: 69afc3f36dbb7075b9579b70. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### SCG-MA POL Score: 56.5. Result ID: 69afc3f36dbb7075b9579b69. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### N2PC POL Score: 48.3. Result ID: 69afc3f36dbb7075b9579b67. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"2.0"}. This record does not assert independent reproduction. ### SCG-B POL Score: 46.5. Result ID: 69afc3f36dbb7075b9579b5f. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### SCG-B POL Score: 46. Result ID: 69afc3f36dbb7075b9579b72. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### SCG-B POL Score: 45.7. Result ID: 69afc3f36dbb7075b9579b6b. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### SCG-MO POL Score: 41.8. Result ID: 69afc3f36dbb7075b9579b71. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### SCG-MO POL Score: 39.7. Result ID: 69afc3f36dbb7075b9579b6a. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### SCG-R POL Score: 36.1. Result ID: 69afc3f36dbb7075b9579b60. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### SCG-R POL Score: 33.7. Result ID: 69afc3f36dbb7075b9579b6c. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### KOCG-TOP-1 POL Score: 10.1. Result ID: 69afc3f36dbb7075b9579b74. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### KOCG-TOP-r POL Score: 4.4. Result ID: 69afc3f36dbb7075b9579b6e. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### KOCG-TOP-r POL Score: 3.6. Result ID: 69afc3f36dbb7075b9579b75. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### SCG-R POL Score: 3.3. Result ID: 69afc3f36dbb7075b9579b73. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### KOCG-TOP-1 POL Score: 3.1. Result ID: 69afc3f36dbb7075b9579b6d. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### KOCG-TOP-1 POL Score: 3. Result ID: 69afc3f36dbb7075b9579b61. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### KOCG-TOP-r POL Score: 1.3. Result ID: 69afc3f36dbb7075b9579b62. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. Page 1 of 1. 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