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Cross-Embodiment Transfer on ManiSkill Simulation 10-Shot

60.33Transfer Success RateMOTIF
24.9734.1543.3352.51Feb 14, 2026

Evaluation results

MethodLinks
MOTIFParams (B)=0.31, Pre-trained on large-scale robot datasets=false2026.0260.3360.44
π0Params (B)=3.30, Pre-trained on large-scale robot datasets=true2026.0256.3359.56
GR00T N1Params (B)=2.00, Pre-trained on large-scale robot datasets=true2026.0244.6750.78
Diffusion PolicyParams (B)=0.22, Pre-trained on large-scale robot datasets=false2026.023836.11
HPTParams (B)=0.06, Pre-trained on large-scale robot datasets=true2026.0226.3329.67