Office-Caltech-10 a standard benchmark for domain adaptation, which consists of Office 10 and Caltech 10 datasets. It contains the 10 overlapping categories between the Office dataset and Caltech256 dataset. SURF BoW historgram features, vector quantized to 800 dimensions are also available for this dataset.
Source: Impact of ImageNet Model Selection on Domain Adaptation
Image Source: https://arxiv.org/abs/1409.5241
Variants: Office-Caltech-10
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Domain Adaptation | MEDA | Visual Domain Adaptation with Manifold … | 2018-07-19 |
Recent papers with results on this dataset: