HumanTracker: Towards Comprehensive and Human-Aligned Motion Tracking Benchmark
The benchmark targets the gap between low pose error and motion that still looks wrong to humans.
HumanTracker packages about 153 hours of optical motion trajectories from professional performers across four motion families. The paper adds HumanScore, a preference-aligned metric trained on 12K motion pairs. The authors say it tracks human judgments better than standard kinematic metrics and exposes contact and stability failures such as foot skating and mistimed touch-downs. Accepted to ECCV 2026. HF Daily Papers' note
HumanTracker packages about 153 hours of optical motion trajectories from professional performers across four motion families. The paper adds HumanScore, a preference-aligned metric trained on 12K motion pairs. The authors say it tracks human judgments better than standard kinematic metrics and exposes contact and stability failures such as foot skating and mistimed touch-downs. Accepted to ECCV 2026. HF Daily Papers' note
score 5