AP-10K
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Animal Pose Estimation | AP-10K (test) | mAP82.4 | 55 | |
| Animal Pose Estimation | AP-10K (val) | AP80.4 | 17 | |
| Semantic Correspondence | AP-10K Cross-species (test) | PCK@0.010.306 | 12 | |
| Semantic Correspondence | AP-10K Intra-species (test) | PCK@0.0130.1 | 12 | |
| Semantic Correspondence | AP-10K Cross-family (test) | PCK@0.0118.4 | 8 | |
| Keypoint Detection | AP-10K | AP80.4 | 5 | |
| Animal Pose Estimation | AP-10K 20-shot 1.0 (test) | AP61.2 | 5 | |
| Semantic Correspondence | AP-10K cross-family | PCK@0.0125 | 4 | |
| Semantic Correspondence | AP-10K | PCK @ 0.0124.5 | 4 | |
| Animal Pose Estimation | AP-10K Equidae 1.0 (test) | AP46.6 | 4 | |
| Pose Estimation | AP-10K | AP0.722 | 4 | |
| Animal Pose Estimation | AP-10K Gorilla | mAP66.2 | 4 | |
| Animal Pose Estimation | AP-10K Chimpanzee | mAP0.55 | 4 | |
| Animal Pose Estimation | AP-10K Zebra | mAP70.8 | 4 | |
| Animal Pose Estimation | AP-10K Horse | mAP74.9 | 4 | |
| Animal Pose Estimation | AP-10K Moose | mAP72.6 | 4 | |
| Animal Pose Estimation | AP-10K Deer | mAP76.7 | 4 | |
| Pose estimation | AP-10K 2021 (test) | AP71.8 | 3 | |
| Semantic Correspondence | AP-10K (test) | PCK (α1=0.1)92.8 | 2 | |
| Keypoint Detection | AP-10K (train: Canidae, test: Felidae) | AP55.4 | 2 | |
| Keypoint Detection | AP-10K Bovidae Canidae (train test) | AP53.8 | 2 | |
| Animal Pose Estimation | AP-10K Cricetidae 1.0 (test) | AP22 | 2 | |
| Animal Pose Estimation | AP-10K Felidae 1.0 (test) | AP28.7 | 2 | |
| Animal Pose Estimation | AP-10K Felidae (test) | AP48.4 | 2 | |
| Animal Pose Estimation | AP-10K Canidae (test) | AP46.9 | 2 |
Showing 25 of 26 rows