Multi-Person Pose Estimation on COCO 2017 (mini-val)
73.6APQueryPose
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| QueryPoseBackbone=HRNet-W48, Architecture=Sparse, Flip testing=false2022.12 | 73.6 | 90.3 | 79.7 | 69.3 | 80.8 | 105 | |
| QueryPoseBackbone=Swin-L, Architecture=Sparse, Flip testing=false2022.12 | 73.3 | 91.3 | 79.5 | 68.5 | 81.2 | 117 | |
| LQRBackbone=HRNet-W48, Architecture=Dense, Flip testing=true2022.12 | 72.4 | 89.1 | 79 | 67.3 | 80.4 | 297 | |
| QueryPoseBackbone=HRNet-W32, Architecture=Sparse, Flip testing=false2022.12 | 72.4 | 89.8 | 78.6 | 67.9 | 79.7 | 100 | |
| DEKR-W48Backbone=HRNet-W48, Architecture=Dense, Flip testing=true2022.12 | 71 | 88.3 | 77.4 | 66.7 | 78.5 | 284 | |
| SWAHR-W48Backbone=HrHRNet-W48, Architecture=Dense, Flip testing=true2022.12 | 70.8 | 88.5 | 76.8 | 66.3 | 77.4 | 339 | |
| AdaptivePoseBackbone=HRNet-W48, Architecture=Dense, Flip testing=false2022.12 | 70 | 87.5 | 76.1 | 65.4 | 77.1 | 110 | |
| HrHRNet-W48Backbone=HrHRNet-W48, Architecture=Dense, Flip testing=true2022.12 | 69.8 | 87.2 | 76.1 | 65.4 | 76.4 | 317 | |
| CenterGroup-W48Backbone=HrHRNet-W48, Architecture=Dense, Flip testing=false2022.12 | 69.1 | — | — | — | — | — | |
| QueryPoseBackbone=ResNet50, Architecture=Sparse, Flip testing=false2022.12 | 68.7 | 88.6 | 74.4 | 63.8 | 76.5 | 70 | |
| SWAHR-W48Backbone=HrHRNet-W48, Architecture=Dense, Flip testing=false2022.12 | 67.3 | 87.1 | 72.9 | 62.1 | 75 | 242 | |
| DEKR-W48Backbone=HRNet-W48, Architecture=Dense, Flip testing=false2022.12 | 67.1 | 87.7 | 73.9 | 61.5 | 77.1 | 197 | |
| Mask R-CNN + RLEBackbone=ResNet101, Architecture=Dense, Flip testing=false2022.12 | 66.7 | 86.7 | 72.6 | — | — | — | |
| HrHRNet-W48Backbone=HrHRNet-W48, Architecture=Dense, Flip testing=false2022.12 | 66.6 | 85.3 | 72.8 | 61.7 | 74.4 | 233 | |
| PRTRBackbone=HRNet-W48, Architecture=Sparse, Flip testing=false2022.12 | 66.2 | 85.9 | 72.1 | 61.3 | 74.4 | — | |
| Mask R-CNNBackbone=ResNet101, Architecture=Dense, Flip testing=false2022.12 | 66.1 | 87.7 | 71.7 | 60.5 | 75 | 128 | |
| CenterNet-HGBackbone=HG-104, Architecture=Dense, Flip testing=true2022.12 | 64 | — | — | — | — | 135 |