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Trajectory tracking on 15 Real-World Tasks (In-Distribution)

100Success Rate (SR)CMP
72.23279.44186.6593.859Apr 8, 2026

Evaluation results

MethodLinks
CMPLatency (ms)=2.99 ± 0.142026.041005.10.09
Neural CBF2026.0495.95.40.123
CMPRsafe=1.52026.0495.260.139
CMPRsafe=1002026.0494.93.50.086
CMPRsafe=2.0*2026.0494.74.50.106
CMPRsafe=3.02026.0494.73.80.091
CMPRsafe=2.52026.0491.34.10.097
Latent Shielding2026.0490.94.40.096
UMI-on-Legs2026.0485.34.90.105
CMPRsafe=1.02026.0484.215.60.291
UMI-on-LegsLatency (ms)=2.97 ± 0.152026.04804.90.07
Neural CBFLatency (ms)=5.36 ± 0.542026.04804.80.09
Latent ShieldingLatency (ms)=3.89 ± 0.492026.0473.36.90.09