# Outlier Explanation on CENSUS (Group 2) Source: [Outlier Explanation on CENSUS (Group 2)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:45:02.132Z Evaluation of model performance on providing explanations for outliers identified within the CENSUS (Group 2) dataset, measured using metrics such as FUO, FCO, FCN, AL, NT, and MDL. 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 | Outlier Explanation | | Dataset (including any stated split) | CENSUS (Group 2) | | Metric | FUO | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 - [FUO](): Higher is better; unit: SCALAR. - [FCO](): Higher is better; unit: SCALAR. - [FCN](): Higher is better; unit: SCALAR. - [AL](): Higher is better; unit: SCALAR. - [NT](): Higher is better; unit: SCALAR. - [MDL](): Lower is better; unit: SCALAR. ## Recorded results | Method | FUO | Result date | Report paper | | --- | --- | --- | --- | | BRL | 1 | Not recorded | 68fa66981e209131cea11375 | | BRS | 1 | Not recorded | 68fa66981e209131cea11375 | | RIPPER | 0.97 | Not recorded | 68fa66981e209131cea11375 | | D-WCCM | 0.37 | Not recorded | 68fa66981e209131cea11375 | | D-BCCM | 0.12 | Not recorded | 68fa66981e209131cea11375 | | DTDM | 0 | Not recorded | 68fa66981e209131cea11375 | ### BRL FUO: 1. Result ID: 698cfae48b517eb4331e23d2. [Reporting paper]() Recorded evaluation configuration: {"Time (s)":1716}. This record does not assert independent reproduction. ### BRS FUO: 1. Result ID: 698cfae48b517eb4331e23d3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Time (s)":359}. This record does not assert independent reproduction. ### RIPPER FUO: 0.97. Result ID: 698cfae48b517eb4331e23d1. [Reporting paper]() Recorded evaluation configuration: {"Time (s)":735}. This record does not assert independent reproduction. ### D-WCCM FUO: 0.37. Result ID: 698cfae48b517eb4331e23d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Time (s)":7.56}. This record does not assert independent reproduction. ### D-BCCM FUO: 0.12. Result ID: 698cfae48b517eb4331e23d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Time (s)":0.08}. This record does not assert independent reproduction. ### DTDM FUO: 0. Result ID: 698cfae48b517eb4331e23d4. [Reporting paper]() Recorded evaluation configuration: {"Time (s)":4.44}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.