# Image Classification on Office-Home 28 Source: [Image Classification on Office-Home 28]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:34:08.799Z Evaluation of Image Classification performance on the Office-Home 28 dataset, reporting accuracy results segmented by the four constituent domains (Art, Clipart, Product, Real) and the overall average. 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 | Image Classification | | Dataset (including any stated split) | Office-Home 28 | | Metric | Accuracy (Art) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 3 of 3 | | 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 (Art)](): Higher is better; unit: PERCENT. - [Accuracy (Clipart)](): Higher is better; unit: PERCENT. - [Accuracy (Product)](): Higher is better; unit: PERCENT. - [Accuracy (Real)](): Higher is better; unit: PERCENT. - [Accuracy (Overall)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (Art) | Result date | Report paper | | --- | --- | --- | --- | | RSC | 58.42 | Not recorded | 68fa67ec1e209131cea19278 | | JiGen | 53.04 | Not recorded | 68fa67ec1e209131cea19278 | | Baseline | 52.15 | Not recorded | 68fa67ec1e209131cea19278 | ### RSC Accuracy (Art): 58.42. Result ID: 698d4c438b517eb43320732e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"backbone":"ResNet18"}. This record does not assert independent reproduction. ### JiGen Accuracy (Art): 53.04. Result ID: 698d4c438b517eb43320732d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"backbone":"ResNet18"}. This record does not assert independent reproduction. ### Baseline Accuracy (Art): 52.15. Result ID: 698d4c438b517eb43320732c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"backbone":"ResNet18"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.