# Image Classification on Office+Caltech C -\> A Source: [Image Classification on Office+Caltech C -\> A]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:27:21.830Z Evaluation of Image Classification performance for the specific domain transfer from the 'C' source domain to the 'A' 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 C -\> A | | 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 | | --- | --- | --- | --- | | GFK | 92.15 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 91.75 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 91.44 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 91.13 | Not recorded | 68fa63551e209131ce9fe486 | | JDA | 90.19 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 53.13 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 52.3 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 51.46 | Not recorded | 68fa63551e209131ce9fe486 | | SDA | 49.69 | Not recorded | 68fa63551e209131ce9fe486 | | SA | 49.27 | Not recorded | 68fa63551e209131ce9fe486 | | TJM | 46.76 | Not recorded | 68fa63551e209131ce9fe486 | | GFK | 46.03 | Not recorded | 68fa63551e209131ce9fe486 | | TCA | 45.82 | Not recorded | 68fa63551e209131ce9fe486 | | JDA | 45.62 | Not recorded | 68fa63551e209131ce9fe486 | | SCA | 45.62 | Not recorded | 68fa63551e209131ce9fe486 | | TJM | 45.41 | Not recorded | 68fa62a31e209131ce9fa794 | | SCA | 43.74 | Not recorded | 68fa62a31e209131ce9fa794 | | GFK | 41.75 | Not recorded | 68fa62a31e209131ce9fa794 | | SA | 41.34 | Not recorded | 68fa62a31e209131ce9fa794 | | TCA | 41.02 | Not recorded | 68fa62a31e209131ce9fa794 | | SSTCA | 40.67 | Not recorded | 68fa62a31e209131ce9fa794 | | KPCA | 40.4 | Not recorded | 68fa62a31e209131ce9fa794 | | uSCA | 40.4 | Not recorded | 68fa62a31e209131ce9fa794 | | TSC | 39.21 | Not recorded | 68fa62a31e209131ce9fa794 | | Raw | 36.01 | Not recorded | 68fa63551e209131ce9fe486 | | Raw | 23.7 | Not recorded | 68fa62a31e209131ce9fa794 | ### GFK Accuracy: 92.15. Result ID: 698c72f537894ef7d9ce7529. [Reporting paper]() Recorded evaluation configuration: {"Feature":"Decaf6"}. This record does not assert independent reproduction. ### JGSA Accuracy: 91.75. Result ID: 698c72f537894ef7d9ce752b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"Decaf6","Method Variant":"linear"}. This record does not assert independent reproduction. ### JGSA Accuracy: 91.44. Result ID: 698c72f537894ef7d9ce752a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"Decaf6","Method Variant":"primal"}. This record does not assert independent reproduction. ### JGSA Accuracy: 91.13. Result ID: 698c72f537894ef7d9ce752c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"Decaf6","Method Variant":"RBF"}. This record does not assert independent reproduction. ### JDA Accuracy: 90.19. Result ID: 698c72f537894ef7d9ce7528. [Reporting paper]() Recorded evaluation configuration: {"Feature":"Decaf6"}. This record does not assert independent reproduction. ### JGSA Accuracy: 53.13. Result ID: 698c72f537894ef7d9ce7527. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"SURF","Method Variant":"RBF"}. This record does not assert independent reproduction. ### JGSA Accuracy: 52.3. Result ID: 698c72f537894ef7d9ce7526. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"SURF","Method Variant":"linear"}. This record does not assert independent reproduction. ### JGSA Accuracy: 51.46. Result ID: 698c72f537894ef7d9ce7525. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"SURF","Method Variant":"primal"}. This record does not assert independent reproduction. ### SDA Accuracy: 49.69. Result ID: 698c72f537894ef7d9ce751f. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### SA Accuracy: 49.27. Result ID: 698c72f537894ef7d9ce751e. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### TJM Accuracy: 46.76. Result ID: 698c72f537894ef7d9ce7523. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### GFK Accuracy: 46.03. Result ID: 698c72f537894ef7d9ce7520. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### TCA Accuracy: 45.82. Result ID: 698c72f537894ef7d9ce7521. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### JDA Accuracy: 45.62. Result ID: 698c72f537894ef7d9ce7522. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### SCA Accuracy: 45.62. Result ID: 698c72f537894ef7d9ce7524. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### TJM Accuracy: 45.41. Result ID: 698bde94ecace47ef559658a. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### SCA Accuracy: 43.74. Result ID: 698bde94ecace47ef559658c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### GFK Accuracy: 41.75. Result ID: 698bde94ecace47ef5596587. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### SA Accuracy: 41.34. Result ID: 698bde94ecace47ef5596589. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### TCA Accuracy: 41.02. Result ID: 698bde94ecace47ef5596585. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### SSTCA Accuracy: 40.67. Result ID: 698bde94ecace47ef5596586. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### KPCA Accuracy: 40.4. Result ID: 698bde94ecace47ef5596584. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### uSCA Accuracy: 40.4. Result ID: 698bde94ecace47ef559658b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### TSC Accuracy: 39.21. Result ID: 698bde94ecace47ef5596588. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### Raw Accuracy: 36.01. Result ID: 698c72f537894ef7d9ce751d. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### Raw Accuracy: 23.7. Result ID: 698bde94ecace47ef5596583. [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.