Category-agnostic Pose Estimation on MP-100 (split1-5)
97.01Split 1 PerformanceCapeLLM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CapeLLMEvaluation Protocol=Support-Query Pairs2024.11 | 97.01 | 92.4 | 90.58 | 90.9 | 92.11 | 92.6 | |
| CapeLLMEvaluation Protocol=Only Query Images2024.11 | 96.98 | 92.34 | 90.57 | 90.87 | 92.24 | 92.6 | |
| GraphCAPE-SEvaluation Protocol=Support-Query Pairs, Shot=5-shot2024.11 | 95.81 | 90.78 | 90.94 | 90.42 | 92.27 | 92.04 | |
| CapeXEvaluation Protocol=Support-Query Pairs2024.11 | 95.29 | 91.08 | 88.94 | 89.83 | 92.96 | 91.62 | |
| CapeXEvaluation Protocol=Only Query Images2024.11 | 95.28 | 91.08 | 89.06 | 89.67 | 92.87 | 91.59 | |
| GraphCAPE-SEvaluation Protocol=Support-Query Pairs, Shot=1-shot2024.11 | 94.63 | 89.79 | 90.3 | 87.81 | 90.07 | 90.52 | |
| POMNetShots=5-shot2022.07 | 84.72 | 79.61 | 78 | 80.38 | 80.85 | 80.71 | |
| POMNetShots=1-shot2022.07 | 84.23 | 78.25 | 78.17 | 78.68 | 79.17 | 79.7 | |
| Fine-tuneShots=5-shot2022.07 | 71.67 | 57.84 | 66.76 | 66.53 | 60.24 | 64.61 | |
| Fine-tuneShots=1-shot2022.07 | 70.6 | 57.04 | 66.06 | 65 | 59.2 | 63.58 | |
| MAMLShots=5-shot2022.07 | 70.03 | 55.98 | 63.21 | 64.79 | 58.47 | 62.5 | |
| MAMLShots=1-shot2022.07 | 68.14 | 54.72 | 64.19 | 63.24 | 57.2 | 61.5 | |
| ProtoNetShots=5-shot2022.07 | 60.31 | 53.51 | 61.92 | 58.44 | 58.61 | 58.56 | |
| ProtoNetShots=1-shot2022.07 | 46.05 | 40.84 | 49.13 | 43.34 | 44.54 | 44.78 |