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Benchmarks
Function Optimization on Ackley d=500
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0.035
Final Distance
Adam
-0.04164
0.47568
0.993
1.51032
May 7, 2026
Final Distance
Final Gap
Best Gap
Hit Rate
AUC (Distance)
AUC (Gap)
AUC (Best Gap)
Updated 23d ago
Evaluation Results
Method
Method
Links
Final Distance
Final Gap
Best Gap
Hit Rate
AUC (Distance)
AUC (Gap)
AUC (Best Gap)
Adam
Method=Adam
2026.05
0.035
0.004
0.004
100
0.459
0.157
0.157
NAG
Method=NAG
2026.05
0.046
0.007
0.007
92.2
1.223
0.515
0.515
Learned
Method=Learned
2026.05
0.224
0.049
0.033
49
1.358
0.576
0.558
RMSProp
Method=RMSProp
2026.05
0.281
0.062
0.062
0
0.492
0.152
0.14
Momentum
Method=Momentum
2026.05
0.293
0.068
0.068
55.7
1.53
0.644
0.644
GD
Method=GD
2026.05
1.951
0.829
0.829
0
2.51
1.181
1.181
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