# Image Classification on OfficeHome cross-domain Source: [Image Classification on OfficeHome cross-domain]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:34:08.933Z Evaluation of Image Classification performance on the OfficeHome dataset under cross-domain testing conditions, reporting accuracy results segmented by the four constituent domains (Art, Clipart, Product, Real World) and the overall mean accuracy. 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) | OfficeHome cross-domain | | Metric | Accuracy (Art) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 (Art)](): Higher is better; unit: PERCENT. - [Accuracy (Clipart)](): Higher is better; unit: PERCENT. - [Accuracy (Product)](): Higher is better; unit: PERCENT. - [Accuracy (Real World)](): Higher is better; unit: PERCENT. - [Mean Accuracy (Overall)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (Art) | Result date | Report paper | | --- | --- | --- | --- | | TPT | 75.76 | Not recorded | 68fa73e11e209131cea5e9ff | | WATT-S | 75.76 | Not recorded | 68fa73e11e209131cea5e9ff | | WATT-P | 75.65 | Not recorded | 68fa73e11e209131cea5e9ff | | TENT | 74.03 | Not recorded | 68fa73e11e209131cea5e9ff | | CLIPArTT | 73.84 | Not recorded | 68fa73e11e209131cea5e9ff | | CLIP | 73.75 | Not recorded | 68fa73e11e209131cea5e9ff | ### TPT Accuracy (Art): 75.76. Result ID: 699310323a6c3148491370a0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WATT-S Accuracy (Art): 75.76. Result ID: 699310323a6c3148491370a3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"strategy":"Sequential MTWA"}. This record does not assert independent reproduction. ### WATT-P Accuracy (Art): 75.65. Result ID: 699310323a6c3148491370a2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"strategy":"Parallel MTWA"}. This record does not assert independent reproduction. ### TENT Accuracy (Art): 74.03. Result ID: 699310323a6c31484913709f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CLIPArTT Accuracy (Art): 73.84. Result ID: 699310323a6c3148491370a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CLIP Accuracy (Art): 73.75. Result ID: 699310323a6c31484913709e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.