Category-Agnostic Pose Estimation on MP-100 (test)
94.24Split 1 PerformanceGraphCape
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GraphCapeShot setting=5-shot2023.11 | 94.24 | 91.32 | 90.15 | 90.37 | 89.73 | 91.16 | |
| CapeFormer-TShot setting=5-shot2023.11 | 94.04 | 91.2 | 89.19 | 90.63 | 89.45 | 90.9 | |
| CapeFormerShot setting=5-shot2023.11 | 91.94 | 88.92 | 89.4 | 88.01 | 88.25 | 89.3 | |
| GraphCapeShot setting=1-shot2023.11 | 91.19 | 87.81 | 85.68 | 85.87 | 85.61 | 87.23 | |
| CapeFormer-TShot setting=1-shot2023.11 | 89.48 | 86.69 | 85.31 | 84.79 | 84.97 | 86.25 | |
| CapeFormerShot setting=1-shot2023.11 | 89.45 | 84.88 | 83.59 | 83.53 | 85.09 | 85.31 | |
| POMNetShot setting=5-shot2023.11 | 84.72 | 79.61 | 78 | 80.38 | 80.85 | 80.71 | |
| POMNetShot setting=1-shot2023.11 | 84.23 | 78.25 | 78.17 | 78.68 | 79.17 | 79.7 | |
| Fine-tunedShot setting=5-shot2023.11 | 71.67 | 57.84 | 66.76 | 66.53 | 60.24 | 64.61 | |
| Fine-tunedShot setting=1-shot2023.11 | 70.6 | 57.04 | 66.06 | 65 | 59.2 | 63.58 | |
| MAMLShot setting=5-shot2023.11 | 70.03 | 55.98 | 63.21 | 64.79 | 58.47 | 62.5 | |
| MAMLShot setting=1-shot2023.11 | 68.14 | 54.72 | 64.19 | 63.24 | 57.2 | 61.5 | |
| ProtoNetShot setting=5-shot2023.11 | 60.31 | 53.51 | 61.92 | 58.44 | 58.61 | 58.56 | |
| ProtoNetShot setting=1-shot2023.11 | 46.05 | 40.84 | 49.13 | 43.34 | 44.54 | 44.78 |