PartImageNet
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Interactive Segmentation | PartImageNet | NoC@854.92 | 17 | |
| Part Segmentation | PartImageNet (val) | mIoU64.64 | 13 | |
| Interactive Segmentation | PartImageNet (val) | IoU@158 | 12 | |
| Part Segmentation | PartImageNet | Seen73.83 | 12 | |
| Object Segmentation | PartImageNet (val) | mIoU78.98 | 9 | |
| Part Segmentation | PartImageNet OOD (test) | mIoU (Unseen)66.15 | 8 | |
| Image Segmentation | PartImageNet | AR52.7 | 7 | |
| Part Detection | PartImageNet | mAP0.550.12 | 6 | |
| Concept interpretability | PartImageNet (test) | Locality44.3 | 5 | |
| Part Segmentation | PartImageNet (test) | IoU63.62 | 5 | |
| Unsupervised Semantic Segmentation | PartImageNet | mIoU46.4 | 4 | |
| Part-level recognition | PartImageNet | Consistency63.2 | 4 | |
| Object Segmentation | Occluded-PartImageNet 20%-40% occlusion v1 (test) | mIoU63.79 | 2 |
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