Object Pose Estimation on Occluded-LINEMOD (Split #1 Unseen)
81.6Acc@15context-aware weight aggregation network
Evaluation results
| Method | Links | |
|---|---|---|
| context-aware weight aggregation networkBackbone=SD-V1-5, Aggregation=CWA2024.03 | 81.6 | |
| nonlinear aggregation networkBackbone=SD-V1-5, Aggregation=NA2024.03 | 81.4 | |
| context-aware weight aggregation networkBackbone=SD-V2-0, Aggregation=CWA2024.03 | 81 | |
| vanilla aggregation networkBackbone=SD-V1-5, Aggregation=VA2024.03 | 79.4 | |
| context-aware weight aggregation networkBackbone=OpenCLIP, Aggregation=CWA2024.03 | 76.5 | |
| context-aware weight aggregation networkBackbone=DINOv2, Aggregation=CWA2024.03 | 73.7 | |
| Template-poseBackbone=ResNet2024.03 | 71.4 | |
| Zhao et al.Backbone=ResNet2024.03 | 40.1 | |
| MPLBackbone=MPL2024.03 | 18.6 | |
| Balntas et al.Backbone=Wohlhart et al.2024.03 | 9.3 | |
| Wohlhart et al.Backbone=Wohlhart et al.2024.03 | 8.2 |