# Image Classification on Office+Caltech W -\> D Source: [Image Classification on Office+Caltech W -\> D]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:27:21.804Z Evaluation of Image Classification performance for the specific domain transfer from the 'W' source domain to the 'D' target domain within the Office+Caltech benchmark setup. 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+Caltech W -\> D | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 26 of 26 | | 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 | | --- | --- | --- | --- | | JDA | 100 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 100 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 100 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 100 | Not recorded | 68fa63551e209131ce9fe486 | | GFK | 96.25 | Not recorded | 68fa63551e209131ce9fe486 | | SCA | 92.36 | Not recorded | 68fa62a31e209131ce9fa794 | | JGSA | 90.45 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 90.45 | Not recorded | 68fa63551e209131ce9fe486 | | KPCA | 89.81 | Not recorded | 68fa62a31e209131ce9fa794 | | uSCA | 89.81 | Not recorded | 68fa62a31e209131ce9fa794 | | TCA | 89.17 | Not recorded | 68fa63551e209131ce9fe486 | | JDA | 89.17 | Not recorded | 68fa63551e209131ce9fe486 | | TJM | 89.17 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 88.54 | Not recorded | 68fa63551e209131ce9fe486 | | SCA | 87.26 | Not recorded | 68fa63551e209131ce9fe486 | | TJM | 86.62 | Not recorded | 68fa62a31e209131ce9fa794 | | GFK | 85.35 | Not recorded | 68fa63551e209131ce9fe486 | | GFK | 84.71 | Not recorded | 68fa62a31e209131ce9fa794 | | Raw | 84.71 | Not recorded | 68fa63551e209131ce9fe486 | | TSC | 83.27 | Not recorded | 68fa62a31e209131ce9fa794 | | SA | 80.89 | Not recorded | 68fa62a31e209131ce9fa794 | | SSTCA | 80.81 | Not recorded | 68fa62a31e209131ce9fa794 | | SDA | 75.8 | Not recorded | 68fa63551e209131ce9fe486 | | SA | 75.16 | Not recorded | 68fa63551e209131ce9fe486 | | TCA | 65.61 | Not recorded | 68fa62a31e209131ce9fa794 | | Raw | 59.24 | Not recorded | 68fa62a31e209131ce9fa794 | ### JDA Accuracy: 100. Result ID: 698c72f537894ef7d9ce7568. [Reporting paper]() Recorded evaluation configuration: {"Feature":"Decaf6"}. This record does not assert independent reproduction. ### JGSA Accuracy: 100. Result ID: 698c72f537894ef7d9ce756a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"Decaf6","Method Variant":"primal"}. This record does not assert independent reproduction. ### JGSA Accuracy: 100. Result ID: 698c72f537894ef7d9ce756b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"Decaf6","Method Variant":"linear"}. This record does not assert independent reproduction. ### JGSA Accuracy: 100. Result ID: 698c72f537894ef7d9ce756c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"Decaf6","Method Variant":"RBF"}. This record does not assert independent reproduction. ### GFK Accuracy: 96.25. Result ID: 698c72f537894ef7d9ce7569. [Reporting paper]() Recorded evaluation configuration: {"Feature":"Decaf6"}. This record does not assert independent reproduction. ### SCA Accuracy: 92.36. Result ID: 698bde94ecace47ef559655a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### JGSA Accuracy: 90.45. Result ID: 698c72f537894ef7d9ce7565. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"SURF","Method Variant":"primal"}. This record does not assert independent reproduction. ### JGSA Accuracy: 90.45. Result ID: 698c72f537894ef7d9ce7566. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"SURF","Method Variant":"linear"}. This record does not assert independent reproduction. ### KPCA Accuracy: 89.81. Result ID: 698bde94ecace47ef5596552. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### uSCA Accuracy: 89.81. Result ID: 698bde94ecace47ef5596559. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### TCA Accuracy: 89.17. Result ID: 698c72f537894ef7d9ce7561. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### JDA Accuracy: 89.17. Result ID: 698c72f537894ef7d9ce7562. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### TJM Accuracy: 89.17. Result ID: 698c72f537894ef7d9ce7563. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### JGSA Accuracy: 88.54. Result ID: 698c72f537894ef7d9ce7567. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"SURF","Method Variant":"RBF"}. This record does not assert independent reproduction. ### SCA Accuracy: 87.26. Result ID: 698c72f537894ef7d9ce7564. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### TJM Accuracy: 86.62. Result ID: 698bde94ecace47ef5596558. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### GFK Accuracy: 85.35. Result ID: 698c72f537894ef7d9ce7560. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### GFK Accuracy: 84.71. Result ID: 698bde94ecace47ef5596555. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### Raw Accuracy: 84.71. Result ID: 698c72f537894ef7d9ce755d. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### TSC Accuracy: 83.27. Result ID: 698bde94ecace47ef5596556. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### SA Accuracy: 80.89. Result ID: 698bde94ecace47ef5596557. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### SSTCA Accuracy: 80.81. Result ID: 698bde94ecace47ef5596554. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### SDA Accuracy: 75.8. Result ID: 698c72f537894ef7d9ce755f. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### SA Accuracy: 75.16. Result ID: 698c72f537894ef7d9ce755e. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### TCA Accuracy: 65.61. Result ID: 698bde94ecace47ef5596553. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### Raw Accuracy: 59.24. Result ID: 698bde94ecace47ef5596551. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.