Panoptic Segmentation on COCO 2019 (test-dev)
46.6PQUPSNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UPSNetBackbone=ResNet101, Pretrain=ImageNet, Category=Proposal-based2021.06 | 46.6 | 53.2 | 36.7 | |
| Attn.-Guid.Backbone=ResNeXt-152, Pretrain=ImageNet, Category=Proposal-based2021.06 | 46.5 | 55.8 | 32.5 | |
| Pan. FPNBackbone=ResNet50, Pretrain=ImageNet, Category=Proposal-based2021.06 | 40.9 | 48.3 | 29.7 | |
| HLEBackbone=ResNet101, Pretrain=ImageNet, Category=Proposal-free2021.06 | 39.9 | 45 | 32.2 | |
| HLEBackbone=ResNet50, Pretrain=ImageNet, Category=Proposal-free2021.06 | 38.2 | 42.7 | 31.4 | |
| SSAPBackbone=ResNet101, Pretrain=ImageNet, Category=Proposal-free2021.06 | 36.9 | 40.1 | 32 | |
| DeeperLabBackbone=Xception71, Pretrain=ImageNet, Category=Proposal-free2021.06 | 34.3 | 37.5 | 29.6 | |
| DeeperLabBackbone=Wider MNV2, Pretrain=ImageNet, Category=Proposal-free2021.06 | 28.1 | 30.8 | 24.1 | |
| DeeperLabBackbone=L. W. MNV2, Pretrain=ImageNet, Category=Proposal-free2021.06 | 24.5 | 26.9 | 20.9 |