PACO
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Point Grounding | PACO (test) | Patch Accuracy61 | 24 | |
| Part Segmentation | PACO-Part | mIoU38.7 | 17 | |
| Object Detection | PACO LVIS | AR@5054.4 | 14 | |
| Few-Shot Segmentation | PACO Part | mIoU57 | 12 | |
| Single-object retrieval | PACO Cola single-object compounds | mAP (All)19.36 | 12 | |
| Open world region level image recognition | PACO | Semantic Similarity88.5 | 9 | |
| Part Segmentation | PACO | mIoU46.8 | 8 | |
| Category-level image recognition | PACO | Similarity Score95.5 | 8 | |
| Image Segmentation | PACO | AR29.7 | 7 | |
| Open-vocabulary Segmentation | PACO | AP Unseen39.2 | 6 | |
| One-shot Part Segmentation | PACO-Part | F0 mIoU32.7 | 6 | |
| Referring object classification | PACO (val) | SS Score73.06 | 6 | |
| Part-level point grounding | PACO 19 (test) | Part-level Accuracy48.7 | 3 | |
| Object-level point grounding | PACO 19 (test) | Object-level Accuracy85.4 | 3 |
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