# Style Verification on 91-artist corpus strict-anchor (25 artist-disjoint splits) Source: [Style Verification on 91-artist corpus strict-anchor (25 artist-disjoint splits)]() Collection index: [llms.txt]() Data updated: 2026-05-12T10:31:14.851Z Evaluation of Style Verification performance on the 91-artist corpus, utilizing 25 artist-disjoint splits, measured by AUC and EER 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 | Style Verification | | Dataset (including any stated split) | 91-artist corpus strict-anchor (25 artist-disjoint splits) | | Metric | Wins (out of 25) | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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 - [Wins (out of 25)](): Higher is better; unit: SCALAR. - [AUC](): Higher is better; unit: SCALAR. - [Min AUC](): Higher is better; unit: SCALAR. - [EER](): Lower is better; unit: SCALAR. - [Mean Change (Δ)](): Higher is better; unit: SCALAR. - [95% CI Half-Width](): Lower is better; unit: SCALAR. ## Recorded results | Method | Wins (out of 25) | Result date | Report paper | | --- | --- | --- | --- | | Pair-logreg vanilla | 25 | Not recorded | 6a02b410dbc836b87d8246ae | | CSLS vanilla | 25 | Not recorded | 6a02b410dbc836b87d8246ae | | CSLS pos-interp 336 | 25 | Not recorded | 6a02b410dbc836b87d8246ae | | Pair-logreg pos-interp 336 | 25 | Not recorded | 6a02b410dbc836b87d8246ae | | Cosine pos-interp 336 | 24 | Not recorded | 6a02b410dbc836b87d8246ae | | CSLS pos-interp 336 | 24 | Not recorded | 6a02b410dbc836b87d8246ae | | Pair-logreg pos-interp 336 | 11 | Not recorded | 6a02b410dbc836b87d8246ae | | CSLS pos-interp 336 | 0 | Not recorded | 6a02b410dbc836b87d8246ae | ### Pair-logreg vanilla Wins (out of 25): 25. Result ID: 6a0300ec47f34ce924e674e8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Comparison Reference":"Cosine vanilla"}. This record does not assert independent reproduction. ### CSLS vanilla Wins (out of 25): 25. Result ID: 6a0300ec47f34ce924e674e9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Comparison Reference":"Cosine vanilla"}. This record does not assert independent reproduction. ### CSLS pos-interp 336 Wins (out of 25): 25. Result ID: 6a0300ec47f34ce924e674eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Comparison Reference":"Cosine vanilla"}. This record does not assert independent reproduction. ### Pair-logreg pos-interp 336 Wins (out of 25): 25. Result ID: 6a0300ec47f34ce924e674ec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Comparison Reference":"Cosine vanilla"}. This record does not assert independent reproduction. ### Cosine pos-interp 336 Wins (out of 25): 24. Result ID: 6a0300ec47f34ce924e674ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Comparison Reference":"Cosine vanilla"}. This record does not assert independent reproduction. ### CSLS pos-interp 336 Wins (out of 25): 24. Result ID: 6a0300ec47f34ce924e674ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Comparison Reference":"CSLS vanilla"}. This record does not assert independent reproduction. ### Pair-logreg pos-interp 336 Wins (out of 25): 11. Result ID: 6a0300ec47f34ce924e674ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Comparison Reference":"Pair-logreg vanilla"}. This record does not assert independent reproduction. ### CSLS pos-interp 336 Wins (out of 25): 0. Result ID: 6a0300ec47f34ce924e674ef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Comparison Reference":"Pair-logreg vanilla"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.