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Benchmarks
Glucose Regulation on UVa Padova simulator Adult cohort 14 days (10 virtual patients)
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82
TIR
RiskGated
57.456
63.828
70.2
76.572
May 14, 2026
TIR
Time < 70
Time > 180
Mean BG
Runtime (s)
Mean Rank
Updated 19d ago
Evaluation Results
Method
Method
Links
TIR
Time < 70
Time > 180
Mean BG
Runtime (s)
Mean Rank
RiskGated
2026.05
82
4.2
13.8
135.8
144
2.33
PID
2026.05
80.4
9.7
10
125.6
81
2.67
PPO
2026.05
77.3
2.2
20.5
144
83
3.67
Safe-PPO
2026.05
76
1.9
22.1
145.9
77
3.83
Safe-DQN
2026.05
75.7
1.9
22.4
146.2
78
4.5
POMDP
2026.05
74.4
11.6
14
129.1
1,351
5
Meal-Bolus
2026.05
58.4
26.3
15.3
117.7
72
6
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