# Image Classification on Office-Home ID (test) Source: [Image Classification on Office-Home ID (test)]() Collection index: [llms.txt]() Data updated: 2026-06-01T09:14:48.869Z Evaluation of Image Classification performance on the specific 'ID' test split of the Office-Home dataset, reporting standard accuracy alongside calibration metrics (ECE, ACE). 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 ID (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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. - [ECE](): Lower is better; unit: PERCENT. - [TS-ECE](): Lower is better; unit: PERCENT. - [CECE](): Lower is better; unit: PERCENT. - [ACE](): Lower is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | FLSD-53 | 63.44 | Not recorded | 68fa7af41e209131cea85f3e | | CE | 63.22 | Not recorded | 68fa7af41e209131cea85f3e | | FGR | 63.19 | Not recorded | 68fa7af41e209131cea85f3e | | DFL | 63.06 | Not recorded | 68fa7af41e209131cea85f3e | | BSCE-GRA | 61.81 | Not recorded | 68fa7af41e209131cea85f3e | ### FLSD-53 Accuracy: 63.44. Result ID: 6a1d4d17fbc373592c16bd72. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Evaluation Protocol":"leave-one-domain-out"}. This record does not assert independent reproduction. ### CE Accuracy: 63.22. Result ID: 6a1d4d17fbc373592c16bd71. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Evaluation Protocol":"leave-one-domain-out"}. This record does not assert independent reproduction. ### FGR Accuracy: 63.19. Result ID: 6a1d4d17fbc373592c16bd75. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Evaluation Protocol":"leave-one-domain-out"}. This record does not assert independent reproduction. ### DFL Accuracy: 63.06. Result ID: 6a1d4d17fbc373592c16bd73. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Evaluation Protocol":"leave-one-domain-out"}. This record does not assert independent reproduction. ### BSCE-GRA Accuracy: 61.81. Result ID: 6a1d4d17fbc373592c16bd74. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Evaluation Protocol":"leave-one-domain-out"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.