VincentNiapache-2.0

RoboTwin blocks_ranking_rgb — Wan2.2 TI2V Rollouts

160 text+image-to-video rollouts for the blocks_ranking_rgb task from RoboTwin, generated with Wan2.2 TI2V (5B) diffusion model and scored with blocks_ranking_v2 reward using SAM3 object tracking and inverse dynamics.

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Episodes160

Why This Matters for Physical AI

This dataset demonstrates video generation and reward modeling for robotic manipulation, enabling research into learning from synthetic rollouts and evaluating task success through inverse dynamics and tracking-based metrics.

Technical Profile

Modalities
rgblanguage
Robot Embodiments
dual_arm_manipulator
Action Space
joint_positions
Environment
simulation
Task Types
pick_and_placesorting
Episodes
160
Data Format
mp4
Annotation Types
language_instructionsreward_labelsaction_labelsbounding_boxessegmentation
License
apache-2.0
Part of the RoboTwin family

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