Human Keypoint Estimation on Human-Art (val)
71.8APSDPose
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SDPoseTraining=Trained on COCO, Evaluation=Evaluated with GT bounding boxes2025.09 | 71.8 | 87.3 | 76.3 | 74.6 | 88.6 | |
| Sapiens-2BTraining=Trained on COCO, Evaluation=Evaluated with GT bounding boxes2025.09 | 69.6 | 85.3 | 73.3 | 72.2 | 86.8 | |
| ViTPose-HTraining=Trained on COCO, Evaluation=Evaluated with GT bounding boxes2025.09 | 66.5 | 86 | 71.5 | 70.1 | 87.1 | |
| Sapiens-1BTraining=Trained on COCO, Evaluation=Evaluated with GT bounding boxes2025.09 | 64.3 | 82.1 | 67.9 | 67.4 | 83.7 | |
| ViTPose-LTraining=Trained on COCO, Evaluation=Evaluated with GT bounding boxes2025.09 | 63.7 | 83.8 | 68.9 | 67.7 | 85.9 | |
| RTMPose-LTraining=Trained on COCO, Evaluation=Evaluated with GT bounding boxes2025.09 | 56.4 | 78.9 | 60.2 | 59.9 | 80.8 | |
| HRNet-W48Training=Trained on COCO, Evaluation=Evaluated with GT bounding boxes2025.09 | 55.7 | 78.2 | 59.3 | 59.5 | 80.4 | |
| ViTPose-BTraining=Trained on COCO, Evaluation=Evaluated with GT bounding boxes2025.09 | 55.5 | 78.2 | 59 | 59.9 | 80.9 | |
| HRNet-W32Training=Trained on COCO, Evaluation=Evaluated with GT bounding boxes2025.09 | 53.3 | 77.1 | 56.2 | 57.4 | 79.2 | |
| RTMPose-MTraining=Trained on COCO, Evaluation=Evaluated with GT bounding boxes2025.09 | 53.2 | 76.5 | 56.3 | 57.1 | 78.9 | |
| HQNetZero-shot / No fine-tuning=true, Backbone=ViT-L2023.12 | 52.2 | — | — | — | — | |
| ViTPose-STraining=Trained on COCO, Evaluation=Evaluated with GT bounding boxes2025.09 | 50.7 | 75.8 | 53.1 | 55.1 | 78 | |
| RTMPose-STraining=Trained on COCO, Evaluation=Evaluated with GT bounding boxes2025.09 | 48 | 73.9 | 49.8 | 52.1 | 76.3 | |
| RTMPose-TTraining=Trained on COCO, Evaluation=Evaluated with GT bounding boxes2025.09 | 44.4 | 72.5 | 45.3 | 48.8 | 75 | |
| HQNetZero-shot / No fine-tuning=true, Backbone=Swin-L2023.12 | 43 | — | — | — | — | |
| ED-PoseZero-shot / No fine-tuning=true2023.12 | 37.5 | — | — | — | — | |
| HigherHRNetZero-shot / No fine-tuning=true2023.12 | 34.6 | — | — | — | — | |
| YOLOX + ViTPoseZero-shot / No fine-tuning=true, Components=YOLOX + ViTPose2023.12 | 28.7 | — | — | — | — | |
| Faster R-CNN + HRNetZero-shot / No fine-tuning=true, Components=Faster R-CNN + HRNet2023.12 | 22.2 | — | — | — | — |