# Image Classification on Office+Caltech A -\> C Source: [Image Classification on Office+Caltech A -\> C]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:27:21.780Z Evaluation of Image Classification performance for the specific domain transfer from source A to target C 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 A -\> C | | 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 | 85.51 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 85.04 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 84.86 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 84.86 | Not recorded | 68fa63551e209131ce9fe486 | | JDA | 81.92 | Not recorded | 68fa63551e209131ce9fe486 | | TCA | 42.39 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 41.5 | Not recorded | 68fa63551e209131ce9fe486 | | JGSA | 41.5 | Not recorded | 68fa63551e209131ce9fe486 | | GFK | 40.69 | Not recorded | 68fa63551e209131ce9fe486 | | SA | 39.98 | Not recorded | 68fa63551e209131ce9fe486 | | SCA | 39.72 | Not recorded | 68fa63551e209131ce9fe486 | | SDA | 39.54 | Not recorded | 68fa63551e209131ce9fe486 | | TJM | 39.45 | Not recorded | 68fa63551e209131ce9fe486 | | JDA | 39.36 | Not recorded | 68fa63551e209131ce9fe486 | | GFK | 39.27 | Not recorded | 68fa62a31e209131ce9fa794 | | SCA | 38.29 | Not recorded | 68fa62a31e209131ce9fa794 | | JGSA | 38.11 | Not recorded | 68fa63551e209131ce9fe486 | | SA | 37.8 | Not recorded | 68fa62a31e209131ce9fa794 | | TJM | 37.58 | Not recorded | 68fa62a31e209131ce9fa794 | | uSCA | 37.13 | Not recorded | 68fa62a31e209131ce9fa794 | | KPCA | 37.04 | Not recorded | 68fa62a31e209131ce9fa794 | | TSC | 34.42 | Not recorded | 68fa62a31e209131ce9fa794 | | Raw | 34.19 | Not recorded | 68fa63551e209131ce9fe486 | | TCA | 33.93 | Not recorded | 68fa62a31e209131ce9fa794 | | SSTCA | 32.48 | Not recorded | 68fa62a31e209131ce9fa794 | | Raw | 26 | Not recorded | 68fa62a31e209131ce9fa794 | ### GFK Accuracy: 85.51. Result ID: 698c72f537894ef7d9ce7559. [Reporting paper]() Recorded evaluation configuration: {"Feature":"Decaf6"}. This record does not assert independent reproduction. ### JGSA Accuracy: 85.04. Result ID: 698c72f537894ef7d9ce755b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"Decaf6","Method Variant":"linear"}. This record does not assert independent reproduction. ### JGSA Accuracy: 84.86. Result ID: 698c72f537894ef7d9ce755a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"Decaf6","Method Variant":"primal"}. This record does not assert independent reproduction. ### JGSA Accuracy: 84.86. Result ID: 698c72f537894ef7d9ce755c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"Decaf6","Method Variant":"RBF"}. This record does not assert independent reproduction. ### JDA Accuracy: 81.92. Result ID: 698c72f537894ef7d9ce7558. [Reporting paper]() Recorded evaluation configuration: {"Feature":"Decaf6"}. This record does not assert independent reproduction. ### TCA Accuracy: 42.39. Result ID: 698c72f537894ef7d9ce7551. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### JGSA Accuracy: 41.5. Result ID: 698c72f537894ef7d9ce7555. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"SURF","Method Variant":"primal"}. This record does not assert independent reproduction. ### JGSA Accuracy: 41.5. Result ID: 698c72f537894ef7d9ce7557. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"SURF","Method Variant":"RBF"}. This record does not assert independent reproduction. ### GFK Accuracy: 40.69. Result ID: 698c72f537894ef7d9ce7550. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### SA Accuracy: 39.98. Result ID: 698c72f537894ef7d9ce754e. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### SCA Accuracy: 39.72. Result ID: 698c72f537894ef7d9ce7554. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### SDA Accuracy: 39.54. Result ID: 698c72f537894ef7d9ce754f. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### TJM Accuracy: 39.45. Result ID: 698c72f537894ef7d9ce7553. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### JDA Accuracy: 39.36. Result ID: 698c72f537894ef7d9ce7552. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### GFK Accuracy: 39.27. Result ID: 698bde94ecace47ef5596541. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### SCA Accuracy: 38.29. Result ID: 698bde94ecace47ef5596546. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### JGSA Accuracy: 38.11. Result ID: 698c72f537894ef7d9ce7556. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"SURF","Method Variant":"linear"}. This record does not assert independent reproduction. ### SA Accuracy: 37.8. Result ID: 698bde94ecace47ef5596543. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### TJM Accuracy: 37.58. Result ID: 698bde94ecace47ef5596544. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### uSCA Accuracy: 37.13. Result ID: 698bde94ecace47ef5596545. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### KPCA Accuracy: 37.04. Result ID: 698bde94ecace47ef559653e. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### TSC Accuracy: 34.42. Result ID: 698bde94ecace47ef5596542. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### Raw Accuracy: 34.19. Result ID: 698c72f537894ef7d9ce754d. [Reporting paper]() Recorded evaluation configuration: {"Feature":"SURF"}. This record does not assert independent reproduction. ### TCA Accuracy: 33.93. Result ID: 698bde94ecace47ef559653f. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### SSTCA Accuracy: 32.48. Result ID: 698bde94ecace47ef5596540. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction. ### Raw Accuracy: 26. Result ID: 698bde94ecace47ef559653d. [Reporting paper]() Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. 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