# Identifying mislabeled points on 2dplanes Source: [Identifying mislabeled points on 2dplanes]() Collection index: [llms.txt]() Data updated: 2026-05-21T12:27:53.165Z Evaluation of model performance for identifying mislabeled points within the 2dplanes dataset, measured using Recall. 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 | Identifying mislabeled points | | Dataset (including any stated split) | 2dplanes | | Metric | Recall | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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. ## Recorded results | Method | Recall | Result date | Report paper | | --- | --- | --- | --- | | sv-mc | 50 | Not recorded | 6a0e91b3f984739ed6738c58 | | sv-soft | 50 | Not recorded | 6a0e91b3f984739ed6738c58 | | beta-mc | 50 | Not recorded | 6a0e91b3f984739ed6738c58 | | inf | 50 | Not recorded | 6a0e91b3f984739ed6738c58 | | sv | 45 | Not recorded | 6a0e91b3f984739ed6738c58 | | sv-uw | 45 | Not recorded | 6a0e91b3f984739ed6738c58 | | bv-fast | 41 | Not recorded | 6a0e91b3f984739ed6738c58 | | bv-uw | 41 | Not recorded | 6a0e91b3f984739ed6738c58 | | bv-mc | 36 | Not recorded | 6a0e91b3f984739ed6738c58 | | loo | 23 | Not recorded | 6a0e91b3f984739ed6738c58 | | lava | 14 | Not recorded | 6a0e91b3f984739ed6738c58 | | rand | 9 | Not recorded | 6a0e91b3f984739ed6738c58 | ### sv-mc Recall: 50. Result ID: 6a0efa34fbc373592c077eee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### sv-soft Recall: 50. Result ID: 6a0efa34fbc373592c077ef0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### beta-mc Recall: 50. Result ID: 6a0efa34fbc373592c077ef1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### inf Recall: 50. Result ID: 6a0efa34fbc373592c077ef3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### sv Recall: 45. Result ID: 6a0efa34fbc373592c077eed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### sv-uw Recall: 45. Result ID: 6a0efa34fbc373592c077eef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### bv-fast Recall: 41. Result ID: 6a0efa34fbc373592c077eea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### bv-uw Recall: 41. Result ID: 6a0efa34fbc373592c077eec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### bv-mc Recall: 36. Result ID: 6a0efa34fbc373592c077eeb. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### loo Recall: 23. Result ID: 6a0efa34fbc373592c077ef4. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### lava Recall: 14. Result ID: 6a0efa34fbc373592c077ef2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### rand Recall: 9. Result ID: 6a0efa34fbc373592c077ef5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.