# Image Classification on OFFICE Webcam → DSLR (test) Source: [Image Classification on OFFICE Webcam → DSLR (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:27:11.314Z Evaluation of Image Classification performance using the test split of the OFFICE dataset, specifically measuring performance when transferring knowledge from the Webcam domain to the DSLR domain. 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 Webcam → DSLR (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Unsupervised Domain Adaptation by Backpropagation | 93.7 | Not recorded | 68fa61b71e209131ce9f5a50 | | DDC | 91.7 | Not recorded | 68fa61b71e209131ce9f5a50 | | DLID | 89.9 | Not recorded | 68fa61b71e209131ce9f5a50 | | DANN | 83.5 | Not recorded | 68fa61b71e209131ce9f5a50 | | DA-NBNN | 76.2 | Not recorded | 68fa61b71e209131ce9f5a50 | | SA | 69.9 | Not recorded | 68fa61b71e209131ce9f5a50 | | GFK | 66.3 | Not recorded | 68fa61b71e209131ce9f5a50 | ### Unsupervised Domain Adaptation by Backpropagation Accuracy: 93.7. Result ID: 698bce6c7a967eddb7717b81. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DDC Accuracy: 91.7. Result ID: 698bce6c7a967eddb7717b80. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DLID Accuracy: 89.9. Result ID: 698bce6c7a967eddb7717b7e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DANN Accuracy: 83.5. Result ID: 698bce6c7a967eddb7717b7f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DA-NBNN Accuracy: 76.2. Result ID: 698bce6c7a967eddb7717b7d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SA Accuracy: 69.9. Result ID: 698bce6c7a967eddb7717b7c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GFK Accuracy: 66.3. Result ID: 698bce6c7a967eddb7717b7b. [Reporting paper]() Recorded evaluation configuration: {"variant":"PLS, PCA"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.