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Cross-Embodiment Transfer on ManiSkill Simulation 5-Shot

54.33Transfer Success RateMOTIF
15.8525.8435.8345.82Feb 14, 2026

Evaluation results

MethodLinks
MOTIFParams (B)=0.31, Pre-trained on large-scale robot datasets=false2026.0254.3360.44
π0Params (B)=3.30, Pre-trained on large-scale robot datasets=true2026.0245.6752.67
GR00T N1Params (B)=2.00, Pre-trained on large-scale robot datasets=true2026.023550.44
Diffusion PolicyParams (B)=0.22, Pre-trained on large-scale robot datasets=false2026.0229.3330.44
HPTParams (B)=0.06, Pre-trained on large-scale robot datasets=true2026.0217.3326.33