Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History

Benchmark Model Rank Results
object-detection-on-peopleartPVT (Pyramid Vision Transformer)–mAP: 46.5mAP@0.5: 76.0mAP@0.75: 48.4
object-detection-on-peopleartPVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt)–mAP: 49.7mAP@0.5: 80.5mAP@0.75: 51.8
object-detection-on-peopleartTOOD (Task-aligned One-stage Object Detection)–mAP: 46.1mAP@0.5: 75.0mAP@0.75: 49.0
object-detection-on-peopleartTOOD (Task-aligned One-stage Object Detection; trained on PeopleArt and PoPArt)–mAP: 47.8mAP@0.5: 78.0mAP@0.75: 49.9