DynaHOI-10M - Localization Success: leaderboard

Metric: Localization success rate (%): share of episodes in which the palm centre comes within 0.3 Unity world units of the moving object's centre; DynaHOI-10M dynamic-capture test episodes in the Unity-based DynaHOI-Gym (an 18-DoF five-fingered hand must intercept a moving target: 8 motion categories, 22 subcategories, 11 object types), closed-loop online rollouts with a fixed seed; each policy's action components are fine-tuned on the DynaHOI-10M training set to the hand-control space; higher is better. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 7 models tracked.

Top models

#ModelScoreOverall rank
1ObAct36
2GR00T-N1.527.9
3UP-VLA24.5
4pi-013.6
5OpenVLA10.3
6pi-0.510.2
7SmolVLA10

Interactive version: theaggregate.ai/benchmark?slug=dynahoi-10m-localization-success · How It Works · Data refreshed daily, snapshot 2026-10-11.