# Artist Verification on 91-artist corpus (25 random artist-disjoint splits) Source: [Artist Verification on 91-artist corpus (25 random artist-disjoint splits)]() Collection index: [llms.txt]() Data updated: 2026-05-12T10:31:14.815Z Evaluation of Artist Verification performance on the 91-artist corpus, utilizing 25 random artist-disjoint splits, measured using 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 | Artist Verification | | Dataset (including any stated split) | 91-artist corpus (25 random artist-disjoint splits) | | Metric | Mean AUC | | Unit | PERCENT | | 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 - [Mean AUC](): Higher is better; unit: PERCENT. - [Std Dev AUC](): Lower is better; unit: SCALAR. - [Min AUC (across splits)](): Higher is better; unit: PERCENT. - [Mean EER](): Lower is better; unit: PERCENT. ## Recorded results | Method | Mean AUC | Result date | Report paper | | --- | --- | --- | --- | | Pair-logreg | 91.7 | Not recorded | 6a02b410dbc836b87d8246ae | | Pair-logreg | 91.7 | Not recorded | 6a02b410dbc836b87d8246ae | | CSLS | 90.5 | Not recorded | 6a02b410dbc836b87d8246ae | | CSLS | 90 | Not recorded | 6a02b410dbc836b87d8246ae | | Cosine | 89.5 | Not recorded | 6a02b410dbc836b87d8246ae | | Cosine | 88.3 | Not recorded | 6a02b410dbc836b87d8246ae | ### Pair-logreg Mean AUC: 91.7. Result ID: 6a0300ec47f34ce924e674e0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Variant":"vanilla CSD","Resolution":"224","Backbone":"CSD ViT-L/14","Protocol":"Supervised"}. This record does not assert independent reproduction. ### Pair-logreg Mean AUC: 91.7. Result ID: 6a0300ec47f34ce924e674e1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Variant":"pos-interp 336","Resolution":"336","Backbone":"CSD ViT-L/14","Protocol":"Supervised"}. This record does not assert independent reproduction. ### CSLS Mean AUC: 90.5. Result ID: 6a0300ec47f34ce924e674df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Variant":"pos-interp 336 (CSD+)","Resolution":"336","Backbone":"CSD ViT-L/14","Protocol":"Unsupervised"}. This record does not assert independent reproduction. ### CSLS Mean AUC: 90. Result ID: 6a0300ec47f34ce924e674dd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Variant":"vanilla CSD","Resolution":"224","Backbone":"CSD ViT-L/14","Protocol":"Unsupervised"}. This record does not assert independent reproduction. ### Cosine Mean AUC: 89.5. Result ID: 6a0300ec47f34ce924e674de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Variant":"pos-interp 336 (CSD+)","Resolution":"336","Backbone":"CSD ViT-L/14","Protocol":"Unsupervised"}. This record does not assert independent reproduction. ### Cosine Mean AUC: 88.3. Result ID: 6a0300ec47f34ce924e674dc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Variant":"vanilla CSD","Resolution":"224","Backbone":"CSD ViT-L/14","Protocol":"Unsupervised"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.