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Benchmarks
Non-prehensile manipulation on Simulation Environment Adversarial Scenario 10,000 episodes (test)
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86.57
Success Rate (Tol 0.5^3)
Push w/o Occlusion
55.786
63.778
71.77
79.762
Feb 2, 2026
Success Rate (Tol 0.5^3)
Success Rate (Tol 0.75^3)
Success Rate (Tol 1.0^3)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Success Rate (Tol 0.5^3)
Success Rate (Tol 0.75^3)
Success Rate (Tol 1.0^3)
Push w/o Occlusion
Group=G1, Occlusion Ha...
2026.02
86.57
79.41
74.19
CURA w/o Risk
Group=G2, Component Ab...
2026.02
78.2
70.06
67.82
CURA-PPO
Group=G1
2026.02
77.12
74.59
72.42
CURA-PPO w/ Base
Group=G3, Robot Base C...
2026.02
76.41
57.31
31.03
CURA w/o Uncertainty
Group=G2, Component Ab...
2026.02
70.55
64.08
57.8
Baseline w/ Conf.
Group=G2
2026.02
69.65
63.68
54.13
Push w/ Occlusion (Baseline)
Group=G1, Occlusion Ha...
2026.02
65.25
48.86
22.9
Push w/ Base
Group=G3, Robot Base C...
2026.02
56.97
30.94
17.64
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