SoFar: Language-Grounded Orientation Bridges Spatial Reasoning and Object Manipulation

Benchmark Model Rank Results
object-rearrangement-on-open6dor-v2SoFar#16-DoF: 48.7pos-level1: 81.5pos-level0: 96.0rot-level0: 68.6
robot-manipulation-on-simpler-envSoFar#1Visual Matching: 0.749Visual Matching-Pick Coke Can: 0.923
robot-manipulation-on-simplerenv-widow-xSoFar#1Average: 0.583Put Spoon on Towel: 0.583Put Carrot on Plate: 0.667
spatial-reasoning-on-6-dof-spatialbenchSoFar#1Total: 43.9Position-rel: 59.6Position-abs: 33.8
spatial-reasoning-on-embspatial-benchSoFar#1Generation: 70.88