# Image Classification on Office-Home (Pr→Ar,Cl,Rw) Source: [Image Classification on Office-Home (Pr→Ar,Cl,Rw)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:32:58.307Z Evaluation of Image Classification performance on the Office-Home dataset, specifically focusing on the domain transfer scenario where the Product (Pr) domain is the source transferring to Art (Ar), Clipart (Cl), and Real World (Rw) target domains. 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 Pr→Ar,Cl,Rw | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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. - [ANT](): Higher is better; unit: PERCENT. - [RNT](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | AMEAN | 59.5 | Not recorded | 68fa65ff1e209131cea0dd9b | | RevGrad | 52.9 | Not recorded | 68fa65ff1e209131cea0dd9b | | JAN | 52.2 | Not recorded | 68fa65ff1e209131cea0dd9b | | DAN | 48.5 | Not recorded | 68fa65ff1e209131cea0dd9b | | RTN | 47.3 | Not recorded | 68fa65ff1e209131cea0dd9b | | Source only | 44.2 | Not recorded | 68fa65ff1e209131cea0dd9b | | AMEAN | 42.8 | Not recorded | 68fa65ff1e209131cea0dd9b | | RevGrad | 41.1 | Not recorded | 68fa65ff1e209131cea0dd9b | | JAN | 40.9 | Not recorded | 68fa65ff1e209131cea0dd9b | | RTN | 40.6 | Not recorded | 68fa65ff1e209131cea0dd9b | | DAN | 39.4 | Not recorded | 68fa65ff1e209131cea0dd9b | | Source only | 32.4 | Not recorded | 68fa65ff1e209131cea0dd9b | ### AMEAN Accuracy: 59.5. Result ID: 699aaaf05698665ec437e8b3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### RevGrad Accuracy: 52.9. Result ID: 699aaaf05698665ec437e8b2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### JAN Accuracy: 52.2. Result ID: 699aaaf05698665ec437e8b1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### DAN Accuracy: 48.5. Result ID: 699aaaf05698665ec437e8af. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### RTN Accuracy: 47.3. Result ID: 699aaaf05698665ec437e8b0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### Source only Accuracy: 44.2. Result ID: 699aaaf05698665ec437e8ae. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### AMEAN Accuracy: 42.8. Result ID: 699aaaf05698665ec437e8ad. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"AlexNet"}. This record does not assert independent reproduction. ### RevGrad Accuracy: 41.1. Result ID: 699aaaf05698665ec437e8ac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AlexNet"}. This record does not assert independent reproduction. ### JAN Accuracy: 40.9. Result ID: 699aaaf05698665ec437e8ab. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"AlexNet"}. This record does not assert independent reproduction. ### RTN Accuracy: 40.6. Result ID: 699aaaf05698665ec437e8aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AlexNet"}. This record does not assert independent reproduction. ### DAN Accuracy: 39.4. Result ID: 699aaaf05698665ec437e8a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AlexNet"}. This record does not assert independent reproduction. ### Source only Accuracy: 32.4. Result ID: 699aaaf05698665ec437e8a8. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"AlexNet"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.