Pose Estimation on Cattle Mounting Dataset (test)
89APFSMC-Pose
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FSMC-PoseBackbone=CowMountNet, Head=SC2Head, FLOPs/G=0.354, Params/M=2.6982026.03 | 89 | 97 | 92.5 | 89.9 | 97.7 | 93.1 | |
| RTMPoseBackbone=CSPNext, Head=RTMCCHead, FLOPs/G=1.926, Params/M=13.5502026.03 | 88.6 | 97 | 90.6 | 89 | 97.5 | 92.7 | |
| DWPoseBackbone=-, Head=-, FLOPs/G=2.2002026.03 | 88.3 | 97 | 91.5 | 89.8 | 97.3 | 92.1 | |
| CIDBackbone=HRNet, Head=CIDHead, FLOPs/G=44.160, Params/M=29.3632026.03 | 88 | 96.4 | 90.8 | 89 | 97.1 | 91.7 | |
| RTMOBackbone=CSPDarknet, Head=RTMOHead, FLOPs/G=31.656, Params/M=22.4752026.03 | 87.8 | 96.8 | 89.6 | 88.7 | 97.1 | 91 | |
| SimCCBackbone=ResNet50, Head=SimCCHead, FLOPs/G=5.493, Params/M=36.7532026.03 | 87.4 | 96 | 91 | 89.9 | 96.7 | 92.9 | |
| SimCCBackbone=ResNet101, Head=SimCCHead, FLOPs/G=9.140, Params/M=55.7452026.03 | 87.4 | 97 | 91.6 | 89.8 | 97.5 | 91.7 | |
| DEKRBackbone=HRNet, Head=DEKRHead, FLOPs/G=44.416, Params/M=29.5482026.03 | 87.2 | 95.8 | 90.3 | 89 | 96.7 | 91.9 | |
| CoupledEmbeddingBackbone=HRNet, Head=HAEHead, FLOPs/G=40.500, Params/M=28.5412026.03 | 73.9 | 90.1 | 74 | 80.4 | 96.6 | 82.5 | |
| CoupledEmbeddingBackbone=HRNet, Head=AEHead, FLOPs/G=41.100, Params/M=28.6412026.03 | 72.2 | 90.5 | 75.4 | 78 | 95 | 77.2 |