Keypoint Detection on MP-100 (All Splits (1-5))
86.14Mean PCKX-Pose
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| X-PoseStrategy=End-to-End (E2E), Backbone=ResNet-50, Time=59 ms2023.10 | 86.14 | 89.07 | 85.05 | 85.26 | 85.52 | 85.79 | |
| CapeFormerStrategy=Top-Down (TD), Backbone=ResNet-50, Require keypoint identifiers during test=true, Time=57x N ms2023.10 | 85.31 | 89.45 | 84.88 | 83.59 | 83.53 | 85.09 | |
| CapeFormerStrategy=Top-Down (TD), Backbone=ResNet-50, Require keypoint identifiers during test=false, Time=57x N ms2023.10 | 81.31 | — | — | — | — | — | |
| POMNetStrategy=Top-Down (TD), Backbone=ResNet-50, Time=151x N ms2023.10 | 79.7 | 84.23 | 78.25 | 78.17 | 78.68 | 79.17 | |
| Fine-tuneStrategy=Top-Down (TD), Backbone=ResNet-502023.10 | 63.58 | 70.6 | 57.04 | 66.06 | 65 | 59.2 | |
| MAMLStrategy=Top-Down (TD), Backbone=ResNet-502023.10 | 61.5 | 68.14 | 54.72 | 64.19 | 63.24 | 57.2 | |
| ProtoNetStrategy=Top-Down (TD), Backbone=ResNet-502023.10 | 44.78 | 46.05 | 40.84 | 49.13 | 43.34 | 44.54 |