PAS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Segmentation | PAS-20 | mIoU97.3 | 37 | |
| Lesion Segmentation | PAS | Dice72.8 | 11 | |
| Disease Diagnosis | PAS (test) | Class Accuracy81.93 | 10 | |
| Concept Detection | PAS (test) | Concept Accuracy85.57 | 9 | |
| Part Segmentation | PAS-P | mIoU PartS63.8 | 8 | |
| Object Detection | PAS Syn | mAP@5089.53 | 5 | |
| Open-vocabulary Segmentation | PAS20 OV | mIoU92.1 | 4 | |
| Grounding segmentation | PAS-20 | mIoU (Grounding)98.5 | 1 | |
| Grounding segmentation | PAS-21 | Grounding mIoU88.7 | 1 |
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