Table 3 PCK performance comparison on the validation and test dataset. The table shows the thresholds of 0.1, 0.2, and 0.3. Higher value is better in this metrics
Model | Backbone | PCK @ 0.1 | PCK @ 0.2 | PCK @ 0.3 |
|---|---|---|---|---|
Validation dataset | ||||
VNect | ResNet50 | 91.98 | 98.53 | 99.56 |
VNect | ResNet100 | 92.42 | 98.64 | 99.60 |
Ours | HRNet-W24 | 94.02 | 98.79 | 99.60 |
Ours | HRNet-W32 | 93.91 | 98.75 | 99.59 |
Test dataset | ||||
VNect | ResNet50 | 48.11 | 65.74 | 77.63 |
VNect | ResNet100 | 49.49 | 67.01 | 78.11 |
Ours | HRNet-W24 | 49.65 | 67.07 | 77.89 |
Ours | HRNet-W32 | 50.45 | 68.09 | 79.12 |