# Image Classification on Flowers-102 (accuracy) Source: [Image Classification on Flowers-102 (accuracy)]() Collection index: [llms.txt]() Data updated: 2026-07-02T09:00:09.419Z Evaluation of image classification performance on the Flowers-102 dataset, reporting standard accuracy. 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 | Classification | | Dataset (including any stated split) | Flowers-102 | | Metric | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | HybridCBM | 99.23 | Not recorded | 6a45f06cdc71372d7795a025 | | PS-CBM | 97.9 | Not recorded | 6a45f06cdc71372d7795a025 | | VLG-CBM | 97.1 | Not recorded | 6a45f06cdc71372d7795a025 | | LaBo | 96.6 | Not recorded | 6a45f06cdc71372d7795a025 | | LF-CBM | 94.4 | Not recorded | 6a45f06cdc71372d7795a025 | | CaBM | 86.57 | Not recorded | 6a45f06cdc71372d7795a025 | ### HybridCBM Accuracy: 99.23. Result ID: 6a46289760b88bb339859a8d. [Reporting paper]() Recorded evaluation configuration: {"Bottleneck type":"CBMs with soft concepts","Backbone":"ViT"}. This record does not assert independent reproduction. ### PS-CBM Accuracy: 97.9. Result ID: 6a46289760b88bb339859a8c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bottleneck type":"CBMs with soft concepts","Backbone":"CNN"}. This record does not assert independent reproduction. ### VLG-CBM Accuracy: 97.1. Result ID: 6a46289760b88bb339859a8b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bottleneck type":"CBMs with soft concepts","Backbone":"CNN"}. This record does not assert independent reproduction. ### LaBo Accuracy: 96.6. Result ID: 6a46289760b88bb339859a8a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bottleneck type":"CBMs with soft concepts","Backbone":"CNN"}. This record does not assert independent reproduction. ### LF-CBM Accuracy: 94.4. Result ID: 6a46289760b88bb339859a89. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bottleneck type":"CBMs with soft concepts","Backbone":"CNN"}. This record does not assert independent reproduction. ### CaBM Accuracy: 86.57. Result ID: 6a46289760b88bb339859a8e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bottleneck type":"Strictly text bottleneck","Protocol":"text-only classifier"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.