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Dahun Kim 2021-08-31 20:49:38 +09:00
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@ -21,6 +21,13 @@ Humans can recognize novel objects in this image despite having never seen them
<img src="./images/epic.png" width="500"> <img src="./images/oln_overview.png" width="500"> <br/>
## Cross-category generalization on COCO
We train OLN on COCO VOC categories, and test on non-VOC categories. Note our AR@k evaluation does not count those proposals on the 'seen' classes into the budget (k), to avoid evaluating recall on see-class objects.
| Method | AUC | AR@10 | AR@30 | AR@100 | AR@300 | AR@1000 | Download |
|:--------------:|:-----:|:-----:|:-----:|:------:|:------:|:-------:|:--------:|
| OLN-Box | 24.8 | 18.0 | 26.4 | 33.4 | 39.0 | 45.0 | [model](https://drive.google.com/uc?id=1uL6TRhpSILvWeR6DZ0x9K9VywrQXQvq9) |
## Disclaimer