Human Pose Estimation on CrowdPose (val)
73.7APMIPNet
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MIPNetBackbone=HRNet-W48, Input Resolution=384x2882021.01 | 73.7 | 91.9 | 80 | 80.7 | 74.1 | 66.5 | — | |
| MIPNetArch=HRNet-48, Input Resolution=384 x 288, Batch Size=242021.01 | 73.7 | 91.9 | 80 | 80.7 | 74.1 | 66.5 | 57.3 | |
| MIPNetBackbone=HRNet-W32, Input Resolution=384x2882021.01 | 73 | 91.8 | 79.3 | 80.7 | 73.3 | 65.5 | — | |
| MIPNetArch=HRNet-32, Input Resolution=384 x 288, Batch Size=242021.01 | 73 | 91.8 | 79.3 | 80.7 | 73.3 | 65.5 | 44.1 | |
| MIPNetBackbone=HRNet-W48, Input Resolution=256x1922021.01 | 72.8 | 92 | 79.2 | 80.6 | 73.1 | 65.2 | — | |
| HRNetBackbone=HRNet-W48, Input Resolution=384x2882021.01 | 72.8 | 92.1 | 78.7 | 81.3 | 73.3 | 64 | — | |
| MIPNetArch=HRNet-48, Input Resolution=256 x 192, Batch Size=242021.01 | 72.8 | 92 | 79.2 | 80.6 | 73.1 | 65.2 | 39.6 | |
| HRNet-48Input Resolution=384 x 288, Batch Size=242021.01 | 72.8 | 92.1 | 78.7 | 81.3 | 73.3 | 64 | 49.1 | |
| HRNetBackbone=HRNet-W32, Input Resolution=384x2882021.01 | 71.6 | 91.1 | 77.7 | 80.4 | 72.1 | 62.6 | — | |
| HRNet-32Input Resolution=384 x 288, Batch Size=242021.01 | 71.6 | 91.1 | 77.7 | 80.4 | 72.1 | 62.6 | 39.4 | |
| HRNetBackbone=HRNet-W48, Input Resolution=256x1922021.01 | 71.3 | 91.1 | 77.5 | 80.5 | 71.4 | 62.5 | — | |
| HRNet-48Input Resolution=256 x 192, Batch Size=242021.01 | 71.3 | 91.1 | 77.5 | 80.5 | 71.4 | 62.5 | 33.8 | |
| MIPNetBackbone=HRNet-W32, Input Resolution=256x1922021.01 | 71.2 | 91.9 | 77.4 | 78.8 | 71.5 | 63.8 | — | |
| MIPNetArch=HRNet-32, Input Resolution=256 x 192, Batch Size=242021.01 | 71.2 | 91.9 | 77.4 | 78.8 | 71.5 | 63.8 | 30.9 | |
| HRNetBackbone=HRNet-W32, Input Resolution=256x1922021.01 | 70 | 91 | 76.3 | 78.8 | 70.3 | 61.7 | — | |
| HRNet-32Input Resolution=256 x 192, Batch Size=242021.01 | 70 | 91 | 76.3 | 78.8 | 70.3 | 61.7 | 27.5 | |
| MIPNetBackbone=HRNet-W48-384, Detector=Faster R-CNN, Paradigm=Top-Down2021.01 | 68.8 | — | — | — | — | — | — | |
| HRNetBackbone=HRNet-W48-384, Detector=Faster R-CNN, Paradigm=Top-Down2021.01 | 68 | — | — | — | — | — | — | |
| MIPNetBackbone=ResNet101, Detector=YOLO-v3, Paradigm=Top-Down2021.01 | 63.4 | — | — | — | — | — | — |