# Polarized Community Discovery on BTC Source: [Polarized Community Discovery on BTC]() Collection index: [llms.txt]() Data updated: 2026-03-10T07:11:07.333Z Evaluation of Polarized Community Discovery performance on the BTC 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) | BTC | | Metric | POL Score | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 38 of 38 | | 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 | | --- | --- | --- | --- | | N2PC | 30.1 | Not recorded | 68fa7c6e1e209131cea8e0bf | | N2PC | 29.6 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MO | 29.5 | Not recorded | 68fa7c6e1e209131cea8e0bf | | LSPCD | 29 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MA | 28.8 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MO | 25.3 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MA | 25.1 | Not recorded | 68fa7c6e1e209131cea8e0bf | | N2PC | 24.4 | Not recorded | 68fa7c6e1e209131cea8e0bf | | N2PC | 24.1 | Not recorded | 68fa7c6e1e209131cea8e0bf | | N2PC | 23.9 | Not recorded | 68fa7c6e1e209131cea8e0bf | | LSPCD | 23.3 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-B | 21.6 | Not recorded | 68fa7c6e1e209131cea8e0bf | | LSPCD | 20 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MO | 15.2 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-MA | 14.6 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-R | 14.2 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-B | 12.4 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-B | 9.3 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-1 | 8.4 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-R | 8 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SCG-R | 6.9 | Not recorded | 68fa7c6e1e209131cea8e0bf | | BNC-k | 5.3 | Not recorded | 68fa7c6e1e209131cea8e0bf | | BNC-k | 5.2 | Not recorded | 68fa7c6e1e209131cea8e0bf | | BNC-k | 5.2 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SPONGE-k | 5.1 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SPONGE-k | 5.1 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SPONGE-k | 5.1 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-r | 5 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-1 | 4.1 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-r | 3.8 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-r | 3.6 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SPONGE-(k+1) | 1.3 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SPONGE-(k+1) | 1.1 | Not recorded | 68fa7c6e1e209131cea8e0bf | | KOCG-TOP-1 | 1 | Not recorded | 68fa7c6e1e209131cea8e0bf | | SPONGE-(k+1) | 1 | Not recorded | 68fa7c6e1e209131cea8e0bf | | BNC-(k+1) | -4.2 | Not recorded | 68fa7c6e1e209131cea8e0bf | | BNC-(k+1) | -9.4 | Not recorded | 68fa7c6e1e209131cea8e0bf | | BNC-(k+1) | -10.8 | Not recorded | 68fa7c6e1e209131cea8e0bf | ### N2PC POL Score: 30.1. Result ID: 69afc3f36dbb7075b9579aa8. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"1.2"}. This record does not assert independent reproduction. ### N2PC POL Score: 29.6. Result ID: 69afc3f36dbb7075b9579aa7. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"1"}. This record does not assert independent reproduction. ### SCG-MO POL Score: 29.5. Result ID: 69afc3f36dbb7075b9579a9e. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### LSPCD POL Score: 29. Result ID: 69afc3f36dbb7075b9579a9c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### SCG-MA POL Score: 28.8. Result ID: 69afc3f36dbb7075b9579a9d. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### SCG-MO POL Score: 25.3. Result ID: 69afc3f36dbb7075b9579aae. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### SCG-MA POL Score: 25.1. Result ID: 69afc3f36dbb7075b9579aad. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### N2PC POL Score: 24.4. Result ID: 69afc3f36dbb7075b9579aa9. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"1.5"}. This record does not assert independent reproduction. ### N2PC POL Score: 24.1. Result ID: 69afc3f36dbb7075b9579aab. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"2.0"}. This record does not assert independent reproduction. ### N2PC POL Score: 23.9. Result ID: 69afc3f36dbb7075b9579aaa. [Reporting paper]() Recorded evaluation configuration: {"k":"2","gamma":"1.7"}. This record does not assert independent reproduction. ### LSPCD POL Score: 23.3. Result ID: 69afc3f36dbb7075b9579aac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### SCG-B POL Score: 21.6. Result ID: 69afc3f36dbb7075b9579a9f. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### LSPCD POL Score: 20. Result ID: 69afc3f36dbb7075b9579ab7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### SCG-MO POL Score: 15.2. Result ID: 69afc3f36dbb7075b9579ab9. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### SCG-MA POL Score: 14.6. Result ID: 69afc3f36dbb7075b9579ab8. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### SCG-R POL Score: 14.2. Result ID: 69afc3f36dbb7075b9579aa0. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### SCG-B POL Score: 12.4. Result ID: 69afc3f36dbb7075b9579aaf. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### SCG-B POL Score: 9.3. Result ID: 69afc3f36dbb7075b9579aba. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### KOCG-TOP-1 POL Score: 8.4. Result ID: 69afc3f36dbb7075b9579ab1. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### SCG-R POL Score: 8. Result ID: 69afc3f36dbb7075b9579ab0. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### SCG-R POL Score: 6.9. Result ID: 69afc3f36dbb7075b9579abb. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### BNC-k POL Score: 5.3. Result ID: 69afc3f36dbb7075b9579aa4. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### BNC-k POL Score: 5.2. Result ID: 69afc3f36dbb7075b9579ab4. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### BNC-k POL Score: 5.2. Result ID: 69afc3f36dbb7075b9579abf. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### SPONGE-k POL Score: 5.1. Result ID: 69afc3f36dbb7075b9579aa6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### SPONGE-k POL Score: 5.1. Result ID: 69afc3f36dbb7075b9579ab6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### SPONGE-k POL Score: 5.1. Result ID: 69afc3f36dbb7075b9579ac1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### KOCG-TOP-r POL Score: 5. Result ID: 69afc3f36dbb7075b9579ab2. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### KOCG-TOP-1 POL Score: 4.1. Result ID: 69afc3f36dbb7075b9579abc. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### KOCG-TOP-r POL Score: 3.8. Result ID: 69afc3f36dbb7075b9579aa2. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### KOCG-TOP-r POL Score: 3.6. Result ID: 69afc3f36dbb7075b9579abd. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### SPONGE-(k+1) POL Score: 1.3. Result ID: 69afc3f36dbb7075b9579ac0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### SPONGE-(k+1) POL Score: 1.1. Result ID: 69afc3f36dbb7075b9579ab5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### KOCG-TOP-1 POL Score: 1. Result ID: 69afc3f36dbb7075b9579aa1. [Reporting paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### SPONGE-(k+1) POL Score: 1. Result ID: 69afc3f36dbb7075b9579aa5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"2"}. This record does not assert independent reproduction. ### BNC-(k+1) POL Score: -4.2. Result ID: 69afc3f36dbb7075b9579abe. [Reporting paper]() Recorded evaluation configuration: {"k":"6"}. This record does not assert independent reproduction. ### BNC-(k+1) POL Score: -9.4. Result ID: 69afc3f36dbb7075b9579ab3. [Reporting paper]() Recorded evaluation configuration: {"k":"4"}. This record does not assert independent reproduction. ### BNC-(k+1) POL Score: -10.8. Result ID: 69afc3f36dbb7075b9579aa3. [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.