Pose Estimation on COCO Categories - Walk sequence (test)
95.7F1 ScoreMSG-Loc
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MSG-LocDetection Source=YOLOv8, Category Set=Closed-set2025.12 | 95.7 | 0.882 | 80.16 | 87.98 | 90.43 | 0.922 | |
| MSG-LocDetection Source=Grounding DINO + TAP, Category Set=Open-set2025.12 | 94 | 0.86 | 80.62 | 93.86 | 95.85 | 0.595 | |
| MSG-LocDetection Source=Grounding DINO + OVSAM, Category Set=Open-set2025.12 | 93.8 | 0.829 | 69.92 | 83.14 | 88.91 | 1.24 | |
| GORelocDetection Source=YOLOv8, Category Set=Closed-set2025.12 | 86.1 | 0.668 | 51.95 | 61.98 | 69.53 | 2.623 | |
| SHDetection Source=YOLOv8, Category Set=Closed-set2025.12 | 84.7 | 0.633 | 55.11 | 61.97 | 65.85 | 3.039 | |
| GORelocDetection Source=Grounding DINO + TAP, Category Set=Open-set2025.12 | 83.1 | 0.595 | 45.64 | 54.05 | 60.48 | 4.254 | |
| SHDetection Source=Grounding DINO + TAP, Category Set=Open-set2025.12 | 80.1 | 0.541 | 40.57 | 51.58 | 58.12 | 4.61 |