Animal Pose Estimation on TigDog
79.5Horse PCK@0.05MDAM-MT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MDAM-MTSupervision Setting=Domain adaptation (Synthetic data), Backbone=ResNet, Refinement Module=Self-knowledge distillation2023.03 | 79.5 | 67.76 | 73.66 | |
| RealSupervision Setting=Full supervision, Backbone=ResNet2023.03 | 78.98 | 81.99 | 80.48 | |
| ScarceNetSupervision Setting=Few-shot, Labeled images per category=36, Backbone=ResNet2023.03 | 73.05 | 74.88 | 73.83 | |
| CC-SSLSupervision Setting=Domain adaptation (Synthetic data), Backbone=ResNet2023.03 | 70.77 | 64.14 | 67.52 | |
| BDLSupervision Setting=Domain adaptation (Synthetic data), Backbone=ResNet2023.03 | 62.33 | 52.26 | 57.3 | |
| CycadaSupervision Setting=Domain adaptation (Synthetic data), Backbone=ResNet2023.03 | 55.57 | 51.48 | 53.53 | |
| CycganSupervision Setting=Domain adaptation (Synthetic data), Backbone=ResNet2023.03 | 51.86 | 46.47 | 49.17 |