# Pairwise Domain Transfer Classification on Office-Home Partial-set (test) Source: [Pairwise Domain Transfer Classification on Office-Home Partial-set (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:34:08.428Z Evaluation of classification performance on the test split of the Office-Home Partial-set, reporting accuracy across the 12 pairwise domain transfer scenarios (e.g., Ar→Cl) and the overall average 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) | Office-Home Partial-set (test) | | Metric | Accuracy (Ar-\>Cl) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 (Ar-\>Cl)](): Higher is better; unit: PERCENT. - [Accuracy (Ar-\>Pr)](): Higher is better; unit: PERCENT. - [Accuracy (Ar-\>Re)](): Higher is better; unit: PERCENT. - [Accuracy (Cl-\>Ar)](): Higher is better; unit: PERCENT. - [Accuracy (Cl-\>Pr)](): Higher is better; unit: PERCENT. - [Accuracy (Cl-\>Re)](): Higher is better; unit: PERCENT. - [Accuracy (Pr-\>Ar)](): Higher is better; unit: PERCENT. - [Accuracy (Pr-\>Cl)](): Higher is better; unit: PERCENT. - [Accuracy (Pr-\>Re)](): Higher is better; unit: PERCENT. - [Accuracy (Re-\>Ar)](): Higher is better; unit: PERCENT. - [Accuracy (Re-\>Cl)](): Higher is better; unit: PERCENT. - [Accuracy (Re-\>Pr)](): Higher is better; unit: PERCENT. - [Average Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (Ar-\>Cl) | Result date | Report paper | | --- | --- | --- | --- | | SHOT (full) | 64.8 | Not recorded | 68fa6a0e1e209131cea25d69 | | ETN | 59.2 | Not recorded | 68fa6a0e1e209131cea25d69 | | SAFN | 58.9 | Not recorded | 68fa6a0e1e209131cea25d69 | | SHOT-IM | 57.9 | Not recorded | 68fa6a0e1e209131cea25d69 | | IWAN | 53.9 | Not recorded | 68fa6a0e1e209131cea25d69 | | ResNet-50 | 46.3 | Not recorded | 68fa6a0e1e209131cea25d69 | | Source model only | 45.2 | Not recorded | 68fa6a0e1e209131cea25d69 | | SAN | 44.4 | Not recorded | 68fa6a0e1e209131cea25d69 | ### SHOT (full) Accuracy (Ar-\>Cl): 64.8. Result ID: 698e0731ffc3901de09a3df0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### ETN Accuracy (Ar-\>Cl): 59.2. Result ID: 698e0731ffc3901de09a3dec. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### SAFN Accuracy (Ar-\>Cl): 58.9. Result ID: 698e0731ffc3901de09a3ded. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### SHOT-IM Accuracy (Ar-\>Cl): 57.9. Result ID: 698e0731ffc3901de09a3def. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50","configuration":"information maximization"}. This record does not assert independent reproduction. ### IWAN Accuracy (Ar-\>Cl): 53.9. Result ID: 698e0731ffc3901de09a3dea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### ResNet-50 Accuracy (Ar-\>Cl): 46.3. Result ID: 698e0731ffc3901de09a3de9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### Source model only Accuracy (Ar-\>Cl): 45.2. Result ID: 698e0731ffc3901de09a3dee. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### SAN Accuracy (Ar-\>Cl): 44.4. Result ID: 698e0731ffc3901de09a3deb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.