Keypoint Estimation on KP-SAR-Aircraft 1.0 (test)
59.3APS³U-SAR
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| S³U-SARBackbone=HRNet-W322026.06 | 59.3 | 85.4 | 66.8 | 58.4 | 73 | 71.9 | 91.6 | 79.8 | |
| S³U-SARBackbone=HRNet-W482026.06 | 56.7 | 83.9 | 63.8 | 56 | 69.5 | 69.7 | 90.1 | 77.1 | |
| ViTPoseBackbone=Base2026.06 | 55.5 | 83.3 | 61.7 | 54.7 | 67.3 | 69.5 | 90.2 | 76.6 | |
| S³U-SARBackbone=ViTPose2026.06 | 55.5 | 81.7 | 63.9 | 54.8 | 65.8 | 69.4 | 89.6 | 78.4 | |
| ViTPoseBackbone=Small2026.06 | 55.4 | 82.2 | 61.5 | 55.4 | 67.7 | 69.2 | 89.9 | 76.2 | |
| HRNetBackbone=HRNet-W482026.06 | 55.3 | 82.8 | 61.8 | 54.6 | 68.4 | 69.1 | 90.1 | 77 | |
| HRNetBackbone=HRNet-W322026.06 | 54.7 | 81.9 | 61.6 | 54.3 | 68.4 | 68.4 | 89.8 | 75.6 | |
| S³U-SARBackbone=ResNet-1012026.06 | 54.3 | 83.7 | 58.9 | 53.5 | 66.6 | 68 | 90.9 | 74.7 | |
| SimCCBackbone=SimDR*2026.06 | 53.4 | 83.6 | 58.9 | 52.6 | 66.2 | 67 | 90.3 | 74.4 | |
| S³U-SARBackbone=ResNet-502026.06 | 52.7 | 83.3 | 57.1 | 52.4 | 65.1 | 67.1 | 90.2 | 73.9 | |
| SimpleBaselineBackbone=ResNet-1012026.06 | 52.3 | 81.8 | 55.8 | 51.7 | 65.1 | 66.9 | 89.8 | 72.9 | |
| Spatial-Aware Reg.Backbone=HRNet-W482026.06 | 51.3 | 84.2 | 51.8 | 50.6 | 57.3 | 60.5 | 89.7 | 64.3 | |
| SimpleBaselineBackbone=ResNet-502026.06 | 50.8 | 79.9 | 54 | 49.9 | 67.2 | 66.9 | 89.5 | 73.1 | |
| Spatial-Aware Reg.Backbone=ResNet-502026.06 | 47.9 | 83.6 | 48.7 | 47.1 | 55.3 | 57.9 | 88.3 | 62 | |
| ProbPoseBackbone=-2026.06 | 46.7 | 82.9 | 31 | 39.1 | 41.9 | 48.3 | 86.2 | 47.1 | |
| Spatial-Aware Reg.Backbone=ResNet-342026.06 | 42.8 | 75.2 | 45.7 | 41.2 | 58.3 | 59.6 | 86.6 | 67.1 | |
| SimCCBackbone=SimDR2026.06 | 36.7 | 75 | 32.4 | 35.9 | 51.7 | 52.1 | 85 | 54.7 | |
| DiffusionPoseBackbone=-2026.06 | 36.2 | 74 | 32.8 | 36.2 | 48.4 | 51 | 84.4 | 53.8 |