| --- |
| license: cc-by-4.0 |
| size_categories: |
| - 10K<n<100K |
| --- |
| |
| SharvitSR is a synthetic dataset for spatial relation reasoning. |
| The dataset contains 44100 images, each containing two objects (one green, one yellow). |
|
|
| To use the dataset, download both the .zip file (which contains the images) and the .csv annotation file. |
| SharvitSR_annotations.csv contains six columns: |
| - 'obj1' and 'obj2' refer to the name of the image related to the row ('img-{obj1}-{obj2}.png') |
| - 'card' contains the directional relation between the two objects. |
| - 'dist' refers to the distance between the two objects. |
| - 'depth' refers to the overlap of one object over another. |
| - 'diff' refers to the disagreement of models over the directional relation. |
| |
| **directional relations**: \[Above, Above Right, Right, Under Right, Under, Under Left, Left, Above Left\]. |
| **distance relations**: \[Near, Mid, Far\]. |
| **Depth relations**: \[Front, Behind, None\]. |
| |
| If you use our dataset, please cite our work: |
| ```bibtex |
| @article{SERVANT2026112013, |
| title = {SpIRL: Spatially-aware image representation learning under the supervision of relative position descriptors}, |
| author = {Logan Servant and Michaël Clément and Laurent Wendling and Camille Kurtz} |
| journal = {Pattern Recognition}, |
| volume = {170}, |
| pages = {112013}, |
| year = {2026}, |
| issn = {0031-3203}, |
| doi = {https://doi.org/10.1016/j.patcog.2025.112013}, |
| url = {https://www.sciencedirect.com/science/article/pii/S0031320325006739} |
| } |
| ``` |
