Instance Segmentation on VOC 2012 (val) - Detailed AP^r Thresholds
63.9AP^r @ IoU=0.5Weakly-supervised Panoptic Segmentation
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Weakly-supervised Panoptic Segmentationsupervision=Fully supervised, training_data=with COCO2018.08 | 63.9 | 59.3 | 54.3 | 45.4 | 30.2 | 59.5 | |
| Weakly-supervised Panoptic Segmentationsupervision=Fully supervised, training_data=without COCO2018.08 | 63.6 | 59.5 | 53.8 | 44.7 | 30.2 | 59.2 | |
| MPAsupervision=Fully supervised, training_data=with COCO2018.08 | 62.1 | 56.6 | 47.4 | 36.1 | 18.5 | 56.5 | |
| Arnab et al.supervision=Fully supervised, training_data=with COCO, citation=[16]2018.08 | 61.7 | 55.5 | 48.6 | 39.5 | 25.1 | 57.5 | |
| SGNsupervision=Fully supervised, training_data=with COCO2018.08 | 61.4 | 55.9 | 49.9 | 42.1 | 26.9 | — | |
| Weakly-supervised Panoptic Segmentationsupervision=Weakly supervised, training_data=with COCO2018.08 | 60.9 | 55.9 | 48 | 37.2 | 21.7 | 55.5 | |
| Weakly-supervised Panoptic Segmentationsupervision=Weakly supervised, training_data=without COCO2018.08 | 60.5 | 55.2 | 47.8 | 37.6 | 21.6 | 55.6 | |
| PFNsupervision=Fully supervised, training_data=without COCO2018.08 | 58.7 | 51.3 | 42.5 | 31.2 | 15.7 | 52.3 | |
| Arnab et al.supervision=Fully supervised, training_data=with COCO, citation=[17]2018.08 | 58.3 | 52.4 | 45.4 | 34.9 | 20.1 | 53.1 | |
| SDIsupervision=Weakly supervised, training_data=with COCO2018.08 | 46.4 | — | — | — | — | — | |
| Chen et al.supervision=Fully supervised, training_data=without COCO2018.08 | 46.3 | 38.2 | 27 | 13.5 | 2.6 | — | |
| SDIsupervision=Weakly supervised, training_data=without COCO2018.08 | 44.8 | — | — | — | — | — | |
| SDSsupervision=Fully supervised, training_data=without COCO2018.08 | 43.8 | 34.5 | 21.3 | 8.7 | 0.9 | — |