# 10-NN on Brightkite (test) Source: [10-NN on Brightkite (test)]() Collection index: [llms.txt]() Data updated: 2026-06-05T08:41:57.245Z Evaluation of 10-Nearest Neighbor (10-NN) performance on the test split of the Brightkite dataset, reporting metrics such as Recall, Accuracy, and Distance. 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 | 10-NN | | Dataset (including any stated split) | Brightkite (test) | | Metric | Recall | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [Recall](): Higher is better; unit: PERCENT. - [Ratio](): Higher is better; unit: PERCENT. - [Accuracy](): Higher is better; unit: PERCENT. - [Distance](): Lower is better; unit: SCALAR. ## Recorded results | Method | Recall | Result date | Report paper | | --- | --- | --- | --- | | DPRS | 48.9 | Not recorded | 6a22589886173ad9c1468b34 | | DPRS | 47.2 | Not recorded | 6a22589886173ad9c1468b34 | | DPRS | 46.4 | Not recorded | 6a22589886173ad9c1468b34 | | Square | 44.8 | Not recorded | 6a22589886173ad9c1468b34 | | SRR | 44.7 | Not recorded | 6a22589886173ad9c1468b34 | | Square | 44 | Not recorded | 6a22589886173ad9c1468b34 | | SRR | 43.6 | Not recorded | 6a22589886173ad9c1468b34 | | DPRS | 43.4 | Not recorded | 6a22589886173ad9c1468b34 | | SRR | 42.3 | Not recorded | 6a22589886173ad9c1468b34 | | Laplace | 42.3 | Not recorded | 6a22589886173ad9c1468b34 | | Laplace | 41.6 | Not recorded | 6a22589886173ad9c1468b34 | | Square | 41.4 | Not recorded | 6a22589886173ad9c1468b34 | | Laplace | 39.8 | Not recorded | 6a22589886173ad9c1468b34 | | Square | 38.9 | Not recorded | 6a22589886173ad9c1468b34 | | SRR | 38.2 | Not recorded | 6a22589886173ad9c1468b34 | | Laplace | 35.3 | Not recorded | 6a22589886173ad9c1468b34 | ### DPRS Recall: 48.9. Result ID: 6a228bd4fbc373592c20a985. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"epsilon":"5"}. This record does not assert independent reproduction. ### DPRS Recall: 47.2. Result ID: 6a228bd4fbc373592c20a981. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"epsilon":"3"}. This record does not assert independent reproduction. ### DPRS Recall: 46.4. Result ID: 6a228bd4fbc373592c20a97d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"epsilon":"1"}. This record does not assert independent reproduction. ### Square Recall: 44.8. Result ID: 6a228bd4fbc373592c20a987. [Reporting paper]() Recorded evaluation configuration: {"epsilon":"5"}. This record does not assert independent reproduction. ### SRR Recall: 44.7. Result ID: 6a228bd4fbc373592c20a986. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"epsilon":"5"}. This record does not assert independent reproduction. ### Square Recall: 44. Result ID: 6a228bd4fbc373592c20a983. [Reporting paper]() Recorded evaluation configuration: {"epsilon":"3"}. This record does not assert independent reproduction. ### SRR Recall: 43.6. Result ID: 6a228bd4fbc373592c20a982. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"epsilon":"3"}. This record does not assert independent reproduction. ### DPRS Recall: 43.4. Result ID: 6a228bd4fbc373592c20a979. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"epsilon":"0.5"}. This record does not assert independent reproduction. ### SRR Recall: 42.3. Result ID: 6a228bd4fbc373592c20a97e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"epsilon":"1"}. This record does not assert independent reproduction. ### Laplace Recall: 42.3. Result ID: 6a228bd4fbc373592c20a988. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"epsilon":"5"}. This record does not assert independent reproduction. ### Laplace Recall: 41.6. Result ID: 6a228bd4fbc373592c20a984. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"epsilon":"3"}. This record does not assert independent reproduction. ### Square Recall: 41.4. Result ID: 6a228bd4fbc373592c20a97f. [Reporting paper]() Recorded evaluation configuration: {"epsilon":"1"}. This record does not assert independent reproduction. ### Laplace Recall: 39.8. Result ID: 6a228bd4fbc373592c20a980. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"epsilon":"1"}. This record does not assert independent reproduction. ### Square Recall: 38.9. Result ID: 6a228bd4fbc373592c20a97b. [Reporting paper]() Recorded evaluation configuration: {"epsilon":"0.5"}. This record does not assert independent reproduction. ### SRR Recall: 38.2. Result ID: 6a228bd4fbc373592c20a97a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"epsilon":"0.5"}. This record does not assert independent reproduction. ### Laplace Recall: 35.3. Result ID: 6a228bd4fbc373592c20a97c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"epsilon":"0.5"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.