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Benchmarks
Robot Manipulation Aggregate on Franka Manipulation (Real-World Evaluation)
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84
Mean Success Rate
AFRO
15.36
33.18
51
68.82
Nov 25, 2025
Dec 28, 2025
Jan 31, 2026
Mar 6, 2026
Apr 8, 2026
May 12, 2026
Jun 15, 2026
Mean Success Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Success Rate
AFRO
Pre-training Domain=Ou...
2025.11
84
SafeDojo
Type=Ours
2026.06
76
AFRO
Pre-training Domain=In...
2025.11
70
WoVR
Type=Model-based RL
2026.06
66
PointDif
Pre-training Domain=Ou...
2025.11
65
DynaMo-3D
Pre-training Domain=Ou...
2025.11
58
PointDif
Pre-training Domain=In...
2025.11
53
WMPO
Type=Model-based RL
2026.06
52
DP3
Pre-training Domain=In...
2025.11
50
DynaMo-3D
Pre-training Domain=In...
2025.11
48
FVP
Pre-training Domain=Ou...
2025.11
46
SafeVLA
Type=Model-free RL
2026.06
40
PPO
Type=Model-free RL
2026.06
36
FVP
Pre-training Domain=In...
2025.11
34
OpenVLA-OFT
Type=SFT
2026.06
20
AEGIS
Type=CBF
2026.06
18
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