Human Keypoint Detection on MS COCO (test-dev)
81.1APViTPose-G
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ViTPose-GBackbone=ViTAE-G, Ensemble=true2022.12 | 81.1 | 95 | 88.2 | 77.8 | 86 | 85.6 | |
| ViTPose-GBackbone=ViTAE-G2022.12 | 80.9 | 94.8 | 88.1 | 77.5 | 85.9 | 85.4 | |
| UDP++Backbone=HRNet-w48plus2022.12 | 80.8 | 94.9 | 88.1 | 77.4 | 85.7 | 85.3 | |
| RSNBackbone=4xRSN-502022.12 | 79.2 | 94.4 | 87.1 | 76.1 | 83.8 | 84.1 | |
| CCMBackbone=HRNet-w48, Ensemble=true2022.12 | 78.9 | 93.8 | 86 | 75 | 84.5 | 83.6 | |
| ViTPose++-HBackbone=ViT-H2022.12 | 78.5 | 93.4 | 86.2 | 75.3 | 84.4 | 83.4 | |
| MSPNBackbone=4xResNet-502022.12 | 78.1 | 94.1 | 85.9 | 74.5 | 83.3 | 83.1 | |
| ViTPose-HBackbone=ViT-H2022.12 | 78.1 | 93.3 | 85.7 | 74.9 | 83.8 | 83.1 | |
| ViTPose++-LBackbone=ViT-L2022.12 | 77.8 | 93.1 | 85.5 | 74.6 | 83.6 | 82.9 | |
| DARKBackbone=HRNet-w482022.12 | 77.4 | 92.6 | 84.6 | 73.6 | 83.7 | 82.3 | |
| ViTPose-LBackbone=ViT-L2022.12 | 77.3 | 93.1 | 85.3 | 74 | 83.1 | 82.4 | |
| SwinV2Backbone=SwinV2-L2022.12 | 77.2 | — | — | — | — | — | |
| HRNetBackbone=HRNet-w482022.12 | 77 | 92.7 | 84.5 | 73.4 | 83.1 | 82 | |
| BaselineBackbone=ResNet-1522022.12 | 76.5 | 92.4 | 84 | 73 | 82.7 | 81.5 | |
| ViTPose++-BBackbone=ViT-B2022.12 | 76.4 | 92.7 | 84.3 | 73.2 | 82.2 | 81.5 | |
| HRFormerBackbone=HRFormer-B2022.12 | 76.2 | 92.7 | 83.8 | 72.5 | 82.3 | 81.2 | |
| ViTPose-BBackbone=ViT-B2022.12 | 75.1 | 92.5 | 83.1 | 72 | 80.7 | 80.3 | |
| CPN+Backbone=ResNet-Inception2022.12 | 73 | 91.7 | 80.9 | 69.5 | 78.1 | 79 | |
| RMPEBackbone=PyraNet2022.12 | 68.8 | 87.5 | 75.9 | 64.6 | 75.1 | 73.6 |