# Spectral Risk Optimisation on DGP2 (lambda=0.90) Source: [Spectral Risk Optimisation on DGP2 (lambda=0.90)]() Collection index: [llms.txt]() Data updated: 2026-03-16T09:40:24.710Z Evaluation of algorithms for Spectral Risk Optimisation applied to the DGP2 dataset variant configured with lambda=0.90, utilizing metrics such as J\_med, J\_SD, J\_Q25, J\_Q75, EC\_med, and Gap%. 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 | Spectral Risk Optimisation | | Dataset (including any stated split) | DGP2 (lambda=0.90) | | Metric | J\_med | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 5 of 5 | | 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 - [J\_med](): Lower is better; unit: SCALAR. - [J\_SD](): Lower is better; unit: SCALAR. - [J\_Q25](): Lower is better; unit: SCALAR. - [J\_Q75](): Lower is better; unit: SCALAR. - [EC\_med](): Lower is better; unit: SCALAR. - [Gap (%)](): Lower is better; unit: PERCENT. ## Recorded results | Method | J\_med | Result date | Report paper | | --- | --- | --- | --- | | ACFS | 417761 | Not recorded | 69b78e9d0636e5bf4afbdcbc | | GP-BO | 466859 | Not recorded | 69b78e9d0636e5bf4afbdcbc | | CEM-SO | 482813 | Not recorded | 69b78e9d0636e5bf4afbdcbc | | SGD-CVaR | 569724 | Not recorded | 69b78e9d0636e5bf4afbdcbc | | KDE-SO | 716947 | Not recorded | 69b78e9d0636e5bf4afbdcbc | ### ACFS J\_med: 417761. Result ID: 69b7d00747f34ce9249fe12f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GP-BO J\_med: 466859. Result ID: 69b7d00747f34ce9249fe130. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CEM-SO J\_med: 482813. Result ID: 69b7d00747f34ce9249fe131. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SGD-CVaR J\_med: 569724. Result ID: 69b7d00747f34ce9249fe132. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KDE-SO J\_med: 716947. Result ID: 69b7d00747f34ce9249fe133. [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.