# Image Classification on Office+Caltech C -\> W Source: [Image Classification on Office+Caltech C -\> W]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:27:21.855Z Evaluation of Image Classification performance for the specific domain transfer from the 'C' source domain to the 'W' 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 -\> W | | 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 | | --- | --- | --- | --- | | JGSA | 86.78 | Not recorded | 68fa63551e209131ce9fe486 | | JDA | 85.42 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 85.08 | Not recorded | 68fa63551e209131ce9fe486 | | GFK | 84.17 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 83.39 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 48.47 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 45.76 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 45.42 | Not recorded | 68fa63551e209131ce9fe486 | | JDA | 41.69 | Not recorded | 68fa63551e209131ce9fe486 | | SA | 40 | Not recorded | 68fa63551e209131ce9fe486 | | SCA | 40 | Not recorded | 68fa63551e209131ce9fe486 | | SDA | 38.98 | Not recorded | 68fa63551e209131ce9fe486 | | TJM | 38.98 | Not recorded | 68fa63551e209131ce9fe486 | | GFK | 36.95 | Not recorded | 68fa63551e209131ce9fe486 | | GFK | 36.61 | Not recorded | 68fa62a31e209131ce9fa794 | | TJM | 33.9 | Not recorded | 68fa62a31e209131ce9fa794 | | SCA | 33.56 | Not recorded | 68fa62a31e209131ce9fa794 | | SA | 32.2 | Not recorded | 68fa62a31e209131ce9fa794 | | KPCA | 31.53 | Not recorded | 68fa62a31e209131ce9fa794 | | TCA | 31.19 | Not recorded | 68fa63551e209131ce9fe486 | | TSC | 29.97 | Not recorded | 68fa62a31e209131ce9fa794 | | uSCA | 29.15 | Not recorded | 68fa62a31e209131ce9fa794 | | Raw | 29.15 | Not recorded | 68fa63551e209131ce9fe486 | | SSTCA | 26.62 | Not recorded | 68fa62a31e209131ce9fa794 | | Raw | 25.76 | Not recorded | 68fa62a31e209131ce9fa794 | | TCA | 23.39 | Not recorded | 68fa62a31e209131ce9fa794 | ### JGSA Accuracy: 86.78. Result ID: 698c72f537894ef7d9ce753a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"Decaf6","Method Variant":"primal"}. This record does not assert independent reproduction. ### JDA Accuracy: 85.42. Result ID: 698c72f537894ef7d9ce7538. [Reporting paper]() Recorded evaluation configuration: {"Feature":"Decaf6"}. This record does not assert independent reproduction. ### JGSA Accuracy: 85.08. Result ID: 698c72f537894ef7d9ce753b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"Decaf6","Method Variant":"linear"}. This record does not assert independent reproduction. ### GFK Accuracy: 84.17. Result ID: 698c72f537894ef7d9ce7539. [Reporting paper]() Recorded evaluation configuration: {"Feature":"Decaf6"}. This record does not assert independent reproduction. ### JGSA Accuracy: 83.39. Result ID: 698c72f537894ef7d9ce753c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"Decaf6","Method Variant":"RBF"}. This record does not assert independent reproduction. ### JGSA Accuracy: 48.47. Result ID: 698c72f537894ef7d9ce7537. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"SURF","Method Variant":"RBF"}. This record does not assert independent reproduction. ### JGSA Accuracy: 45.76. Result ID: 698c72f537894ef7d9ce7536. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"SURF","Method Variant":"linear"}. This record does not assert independent reproduction. ### JGSA Accuracy: 45.42. Result ID: 698c72f537894ef7d9ce7535. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"SURF","Method Variant":"primal"}. This record does not assert independent reproduction. ### JDA Accuracy: 41.69. Result ID: 698c72f537894ef7d9ce7532. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### SA Accuracy: 40. Result ID: 698c72f537894ef7d9ce752e. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### SCA Accuracy: 40. Result ID: 698c72f537894ef7d9ce7534. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### SDA Accuracy: 38.98. Result ID: 698c72f537894ef7d9ce752f. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### TJM Accuracy: 38.98. Result ID: 698c72f537894ef7d9ce7533. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### GFK Accuracy: 36.95. Result ID: 698c72f537894ef7d9ce7530. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### GFK Accuracy: 36.61. Result ID: 698bde94ecace47ef5596591. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### TJM Accuracy: 33.9. Result ID: 698bde94ecace47ef5596594. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### SCA Accuracy: 33.56. Result ID: 698bde94ecace47ef5596596. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### SA Accuracy: 32.2. Result ID: 698bde94ecace47ef5596593. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### KPCA Accuracy: 31.53. Result ID: 698bde94ecace47ef559658e. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### TCA Accuracy: 31.19. Result ID: 698c72f537894ef7d9ce7531. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### TSC Accuracy: 29.97. Result ID: 698bde94ecace47ef5596592. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### uSCA Accuracy: 29.15. Result ID: 698bde94ecace47ef5596595. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### Raw Accuracy: 29.15. Result ID: 698c72f537894ef7d9ce752d. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### SSTCA Accuracy: 26.62. Result ID: 698bde94ecace47ef5596590. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### Raw Accuracy: 25.76. Result ID: 698bde94ecace47ef559658d. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### TCA Accuracy: 23.39. Result ID: 698bde94ecace47ef559658f. [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.