SOTAVerified

Part-aware Panoptic Segmentation

Panoptic segmentation with part-aware predictions.

Papers

Showing 1–8 of 8 papers

TitleStatusHype
Cityscapes-Panoptic-Parts and PASCAL-Panoptic-Parts datasets for Scene UnderstandingCode1
Panoptic-PartFormer: Learning a Unified Model for Panoptic Part SegmentationCode1
Part-aware Panoptic SegmentationCode1
Task-aligned Part-aware Panoptic Segmentation through Joint Object-Part RepresentationsCode1
Towards holistic scene understanding: Semantic segmentation and beyond—0
EfficientPPS: Part-aware Panoptic Segmentation of Transparent Objects for Robotic Manipulation—0
JPPF: Multi-task Fusion for Consistent Panoptic-Part Segmentation—0
Multi-task Fusion for Efficient Panoptic-Part Segmentation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TAPPS (Swin-B, COCO pre-training)PartPQ64.8—Unverified
2JPPFPartPQ63.3—Unverified
3Panoptic-PartFormerPartPQ61.9—Unverified
4JPPFPartPQ61.8—Unverified
#ModelMetricClaimedVerifiedStatus
1TAPPS (Swin-B, COCO pre-training)PartPQ60.4—Unverified
2JPPFPartPQ40.5—Unverified
3Panoptic-PartFormerPartPQ39.3—Unverified
4JPPFPartPQ32.3—Unverified