# Attribute Matching on CUB 2011 (test) Source: [Attribute Matching on CUB 2011 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:51:39.140Z Evaluation of Attribute Matching performance on the test split of the CUB 2011 dataset, reporting Matching Accuracy and Jaccard Index. 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 | Attribute Matching | | Dataset (including any stated split) | CUB 2011 (test) | | Metric | Matching Accuracy | | 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 - [Matching Accuracy](): Higher is better; unit: PERCENT. - [Jaccard Index](): Higher is better; unit: PERCENT. ## Recorded results | Method | Matching Accuracy | Result date | Report paper | | --- | --- | --- | --- | | CF-CBM | 81 | Not recorded | 68fa73d51e209131cea5e622 | | CF-CBM | 79.85 | Not recorded | 68fa73d51e209131cea5e622 | | CDM | 39 | Not recorded | 68fa73d51e209131cea5e622 | | CDM | 36.15 | Not recorded | 68fa73d51e209131cea5e622 | | CDM^L | 25.81 | Not recorded | 68fa73d51e209131cea5e622 | | CDM^L | 17.65 | Not recorded | 68fa73d51e209131cea5e622 | ### CF-CBM Matching Accuracy: 81. Result ID: 69930dd13a6c31484913600f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attribute Set Train":"hierarchy","Attribute Set Eval":"example-wise"}. This record does not assert independent reproduction. ### CF-CBM Matching Accuracy: 79.85. Result ID: 69930dd13a6c31484913600c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attribute Set Train":"hierarchy","Attribute Set Eval":"class-wise"}. This record does not assert independent reproduction. ### CDM Matching Accuracy: 39. Result ID: 69930dd13a6c31484913600a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attribute Set Train":"whole set","Attribute Set Eval":"class-wise"}. This record does not assert independent reproduction. ### CDM Matching Accuracy: 36.15. Result ID: 69930dd13a6c31484913600d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attribute Set Train":"whole set","Attribute Set Eval":"example-wise"}. This record does not assert independent reproduction. ### CDM^L Matching Accuracy: 25.81. Result ID: 69930dd13a6c31484913600b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attribute Set Train":"whole set","Attribute Set Eval":"class-wise"}. This record does not assert independent reproduction. ### CDM^L Matching Accuracy: 17.65. Result ID: 69930dd13a6c31484913600e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attribute Set Train":"whole set","Attribute Set Eval":"example-wise"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.