# Hierarchical Visual Classification on CUB-F 13-38-200 Source: [Hierarchical Visual Classification on CUB-F 13-38-200]() Collection index: [llms.txt]() Data updated: 2026-04-09T23:49:32.412Z Evaluation of Hierarchical Visual Classification performance on the CUB-F 13-38-200 dataset, reporting metrics across various taxonomic levels (Order, family, Species) and specialized metrics like FPA and TICE. 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 | Hierarchical Visual Classification | | Dataset (including any stated split) | CUB-F 13-38-200 | | Metric | FPA | | 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 - [FPA](): Higher is better; unit: PERCENT. - [Accuracy (Species)](): Higher is better; unit: PERCENT. - [Accuracy (Family)](): Higher is better; unit: PERCENT. - [Accuracy (Order)](): Higher is better; unit: PERCENT. - [TICE](): Lower is better; unit: SCALAR. ## Recorded results | Method | FPA | Result date | Report paper | | --- | --- | --- | --- | | Taxon-SSL | 63.96 | Not recorded | 68fa7c291e209131cea8cc5d | | Taxon-SSL + Text-Attr | 63.05 | Not recorded | 68fa7c291e209131cea8cc5d | | Text-Attr | 57.59 | Not recorded | 68fa7c291e209131cea8cc5d | | Text-Attr | 53.99 | Not recorded | 68fa7c291e209131cea8cc5d | | H-CAST | 45.1 | Not recorded | 68fa7c291e209131cea8cc5d | | HRN | 44.3 | Not recorded | 68fa7c291e209131cea8cc5d | ### Taxon-SSL FPA: 63.96. Result ID: 69d83afc47f34ce924c0173a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Taxon-SSL + Text-Attr FPA: 63.05. Result ID: 69d83afc47f34ce924c0173b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Components":"Taxon-SSL + Text-Attr"}. This record does not assert independent reproduction. ### Text-Attr FPA: 57.59. Result ID: 69d83afc47f34ce924c0173c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"H-ViT"}. This record does not assert independent reproduction. ### Text-Attr FPA: 53.99. Result ID: 69d83afc47f34ce924c0173d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"H-CAST"}. This record does not assert independent reproduction. ### H-CAST FPA: 45.1. Result ID: 69d83afc47f34ce924c01739. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HRN FPA: 44.3. Result ID: 69d83afc47f34ce924c01738. [Reporting paper]() [Method origin 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.