Instance Segmentation on OCHuman (val)
54.4Mask APPose2Seg
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Pose2SegBackbone=Resnet50-fpn, ground-truth keypoints=true2018.03 | 54.4 | — | — | 57.6 | 49.1 | |
| BMPv2Iterations=2x2026.01 | 40.9 | — | — | — | — | |
| BMPv2plusIterations=2x2026.01 | 40.9 | — | — | — | — | |
| BMPv1Iterations=2x2026.01 | 33.7 | — | — | — | — | |
| HQNetBackbone=R-502026.01 | 31.5 | — | — | — | — | |
| Crowd-SAM2026.01 | 31.4 | — | — | — | — | |
| Occlusion C&P2026.01 | 28.9 | — | — | — | — | |
| Mask2FormerBackbone=Swin-B2023.03 | 27.5 | — | — | — | — | |
| HCQNetBackbone=Swin-B2023.03 | 27.1 | — | — | — | — | |
| RTMDetSize=l2026.01 | 27.1 | — | — | — | — | |
| ExPoSeg2026.01 | 26.4 | — | — | — | — | |
| BaseNet-DPSBackbone=Swin-B2023.03 | 25.6 | — | — | — | — | |
| Variant 2Backbone=ResNet-101-FPN, Protocol=TTG2022.12 | 22.5 | — | — | — | — | |
| Pose2SegBackbone=ResNet-50-FPN2022.12 | 22.2 | — | — | — | — | |
| Pose2SegBackbone=R-502023.03 | 22.2 | — | — | — | — | |
| Pose2SegBackbone=Resnet50-fpn2018.03 | 22.2 | — | — | 26.1 | 15 | |
| Variant 2Backbone=ResNet-50-FPN, Protocol=TTG2022.12 | 21.5 | — | — | — | — | |
| BCNetBackbone=R50-FPN2022.08 | 20.6 | 23.3 | 13.8 | — | — | |
| CondInstBackbone=ResNet-50-FPN2022.12 | 20.3 | — | — | — | — | |
| HRNet2026.01 | 19.9 | — | — | — | — | |
| ConvNeXt2026.01 | 19.8 | — | — | — | — | |
| Mask-RCNNBackbone=ResNet-50-FPN2022.12 | 16.3 | — | — | — | — | |
| Mask R-CNNBackbone=R50-FPN2022.08 | 16.3 | 19.4 | 11.3 | — | — | |
| Mask R-CNNBackbone=Resnet50-fpn2018.03 | 16.3 | — | — | 19.4 | 11.3 | |
| YOLACTBackbone=ResNet-101-FPN2022.12 | 13.2 | — | — | — | — |