| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Personalized Object Detection | PerSeg 1-shot | mAP59.1 | 13 | |
| In-context Object Localization | PerSeg | mIoU97.5 | 12 | |
| Personalized Image Segmentation | PerSeg (test) | mIoU97.4 | 8 | |
| Personalized Segmentation | PerSeg 1-shot | Accuracy95.1 | 5 | |
| Semantic Segmentation | PerSeg one-shot | mIoU95.7 | 3 |