Keypoint Detection on Animal Pose Dataset novel keypoints
52.36Cat ScoreFSKD
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FSKDBackbone=ResNet50, Shot=1-shot, Method Variant=default2021.12 | 52.36 | 47.94 | 44.07 | 42.77 | 36.6 | 44.75 | |
| FSKDNumber of shots=1, variant=default2021.12 | 52.36 | 47.94 | 44.07 | 42.77 | 36.6 | 44.75 | |
| FSKDBackbone=ResNet50, Shot=1-shot, Method Variant=rand2021.12 | 46.05 | 40.66 | 37.55 | 38.09 | 31.5 | 38.77 | |
| FSKDNumber of shots=1, variant=rand2021.12 | 46.05 | 40.66 | 37.55 | 38.09 | 31.5 | 38.77 | |
| ProbIntrBackbone=ResNet50, Shot=1-shot2021.12 | 28.54 | 23.2 | 19.55 | 17.94 | 17.03 | 21.25 | |
| ProbIntrNumber of shots=12021.12 | 28.54 | 23.2 | 19.55 | 17.94 | 17.03 | 21.25 | |
| BaselineBackbone=ResNet50, Shot=1-shot2021.12 | 27.3 | 24.4 | 19.4 | 18.25 | 21.22 | 22.11 | |
| BaselineNumber of shots=12021.12 | 27.3 | 24.4 | 19.4 | 18.25 | 21.22 | 22.11 | |
| WGBackbone=ResNet50, Shot=1-shot2021.12 | 22.47 | 19.39 | 16.82 | 16.4 | 16.94 | 18.4 | |
| RelationNetBackbone=ResNet50, Shot=1-shot2021.12 | 22.15 | 17.19 | 15.47 | 13.58 | 16.55 | 16.99 | |
| WGBackbone=ResNet50, Shot=1-shot, Method Variant=w/o Att.2021.12 | 21.86 | 17.11 | 16.19 | 16.34 | 16.13 | 17.53 | |
| ProtoNetBackbone=ResNet50, Shot=1-shot2021.12 | 19.68 | 16.18 | 14.39 | 12.05 | 15.06 | 15.47 | |
| TFABackbone=ResNet50, Shot=1-shot2021.12 | 19.4 | 20 | 20.85 | 17.99 | 19.54 | 19.56 |