# Classification on OfficeHome (Cl→Ar,Pr,Rw) Source: [Classification on OfficeHome (Cl→Ar,Pr,Rw)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:32:58.214Z Evaluation of classification performance on the OfficeHome dataset, specifically focusing on domain transfer scenarios involving the Clipart source domain transferring to Art, Product, and Real World 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 | Classification | | Dataset (including any stated split) | OfficeHome Cl→Ar,Pr,Rw | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 Score](): Lower is better; unit: SCALAR. - [RNT Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | AMEAN | 65.5 | Not recorded | 68fa65ff1e209131cea0dd9b | | JAN | 60.5 | Not recorded | 68fa65ff1e209131cea0dd9b | | RevGrad | 58.1 | Not recorded | 68fa65ff1e209131cea0dd9b | | RTN | 56.7 | Not recorded | 68fa65ff1e209131cea0dd9b | | DAN | 56.6 | Not recorded | 68fa65ff1e209131cea0dd9b | | AMEAN | 47.6 | Not recorded | 68fa65ff1e209131cea0dd9b | | JAN | 46.5 | Not recorded | 68fa65ff1e209131cea0dd9b | | AMEAN | 45.6 | Not recorded | 68fa65ff1e209131cea0dd9b | | RTN | 45.2 | Not recorded | 68fa65ff1e209131cea0dd9b | | RevGrad | 45.1 | Not recorded | 68fa65ff1e209131cea0dd9b | | JAN | 44.6 | Not recorded | 68fa65ff1e209131cea0dd9b | | RevGrad | 43.8 | Not recorded | 68fa65ff1e209131cea0dd9b | | RTN | 43.4 | Not recorded | 68fa65ff1e209131cea0dd9b | | DAN | 43.2 | Not recorded | 68fa65ff1e209131cea0dd9b | | Source only | 42.6 | Not recorded | 68fa65ff1e209131cea0dd9b | | DAN | 41.6 | Not recorded | 68fa65ff1e209131cea0dd9b | | Source only | 37.6 | Not recorded | 68fa65ff1e209131cea0dd9b | | Source only | 35.3 | Not recorded | 68fa65ff1e209131cea0dd9b | ### AMEAN Accuracy: 65.5. Result ID: 699aaaf05698665ec437e8a7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### JAN Accuracy: 60.5. Result ID: 699aaaf05698665ec437e8a5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### RevGrad Accuracy: 58.1. Result ID: 699aaaf05698665ec437e8a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### RTN Accuracy: 56.7. Result ID: 699aaaf05698665ec437e8a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### DAN Accuracy: 56.6. Result ID: 699aaaf05698665ec437e8a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### AMEAN Accuracy: 47.6. Result ID: 699aaaf05698665ec437e8a1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"AlexNet"}. This record does not assert independent reproduction. ### JAN Accuracy: 46.5. Result ID: 699aaaf05698665ec437e89f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"AlexNet"}. This record does not assert independent reproduction. ### AMEAN Accuracy: 45.6. Result ID: 699aaaf05698665ec437e865. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"AlexNet"}. This record does not assert independent reproduction. ### RTN Accuracy: 45.2. Result ID: 699aaaf05698665ec437e89e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AlexNet"}. This record does not assert independent reproduction. ### RevGrad Accuracy: 45.1. Result ID: 699aaaf05698665ec437e8a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AlexNet"}. This record does not assert independent reproduction. ### JAN Accuracy: 44.6. Result ID: 699aaaf05698665ec437e863. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"AlexNet"}. This record does not assert independent reproduction. ### RevGrad Accuracy: 43.8. Result ID: 699aaaf05698665ec437e864. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AlexNet"}. This record does not assert independent reproduction. ### RTN Accuracy: 43.4. Result ID: 699aaaf05698665ec437e862. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AlexNet"}. This record does not assert independent reproduction. ### DAN Accuracy: 43.2. Result ID: 699aaaf05698665ec437e89d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AlexNet"}. This record does not assert independent reproduction. ### Source only Accuracy: 42.6. Result ID: 699aaaf05698665ec437e8a2. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### DAN Accuracy: 41.6. Result ID: 699aaaf05698665ec437e861. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AlexNet"}. This record does not assert independent reproduction. ### Source only Accuracy: 37.6. Result ID: 699aaaf05698665ec437e89c. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"AlexNet"}. This record does not assert independent reproduction. ### Source only Accuracy: 35.3. Result ID: 699aaaf05698665ec437e860. [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.