Pose Estimation on outdoor benchmark
41.04AUC@5°GeneralPruner (Base)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GeneralPruner (Base)Parameter (M)=4.10, Hardware=NVIDIA RTX 3090 GPU, Number of transformer layers=42024.06 | 41.04 | 41.02 | 94.84 | |
| GeneralPruner (Small)Parameter (M)=2.51, Hardware=NVIDIA RTX 3090 GPU, Number of transformer layers=22024.06 | 37.51 | 27.05 | 88.48 | |
| BCLNetParameter (M)=4.87, Hardware=NVIDIA RTX 3090 GPU2024.06 | 35.7 | 32.3 | 93.81 | |
| NCMNetParameter (M)=4.77, Hardware=NVIDIA RTX 3090 GPU2024.06 | 34.51 | 47.63 | 129.24 | |
| DeMatchParameter (M)=5.86, Hardware=NVIDIA RTX 3090 GPU2024.06 | 30.91 | 25.4 | 52.8 | |
| UMatchParameter (M)=7.76, Hardware=NVIDIA RTX 3090 GPU2024.06 | 30.84 | 38.16 | 64.16 | |
| ConvMatchParameter (M)=7.49, Hardware=NVIDIA RTX 3090 GPU2024.06 | 26.83 | 18.17 | 64.03 | |
| CLNetParameter (M)=1.27, Hardware=NVIDIA RTX 3090 GPU2024.06 | 25.28 | 16.19 | 97.09 | |
| MS2DGNetParameter (M)=2.61, Hardware=NVIDIA RTX 3090 GPU2024.06 | 20.61 | 12.69 | 104.26 |