PointmapVLA
A VLA that sees in metric 3D via robot-base-frame pointmaps. Checkpoints + RoboCasa/LIBERO data. Code: github.com/DAVIAN-Robotics/PointmapVLA
Robotics • Updated • 6 • 1Note Pretrained on 76.3M pointmap robot frames + 10.7M 3D spatial VQA. Start here to fine-tune on your own robot.
DAVIAN-Robotics/PointmapVLA-RoboCasa
Robotics • Updated • 1Note Fine-tuned on RoboCasa kitchen-24 (MG-300). 78.2% average success over 24 tasks.
DAVIAN-Robotics/PointmapVLA-LIBERO
Robotics • Updated • 2Note Fine-tuned on the 4 LIBERO suites. 99.0% on LIBERO, 92.4% zero-shot on LIBERO-Plus.
DAVIAN-Robotics/robocasa-MG_300-r6
robomimic • Updated • 7.2k episodes • 60Note RoboCasa MG-300 fine-tuning data: RGB (3 cameras), state, action. 7,200 episodes, LeRobot v3.0.
DAVIAN-Robotics/robocasa-MG_300-pointmap
robomimic • Updated • 7.2k episodes • 116Note Depth videos + per-frame camera parameters for robocasa-MG_300-r6; pointmaps are built on the fly.
DAVIAN-Robotics/libero-r6
Viewer • Updated • 3.39k • 259Note LIBERO fine-tuning data (4 suites): RGB (2 cameras), state, action. 1,693 episodes, LeRobot v3.0.
DAVIAN-Robotics/libero-r6-pointmap
Viewer • Updated • 3.39k • 17Note Depth videos + camera parameters for libero-r6; pointmaps are built on the fly.