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Benchmarks
Function Optimization on Ackley d=20
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0.228
Final Distance
Learned
0.14696
0.69398
1.241
1.78802
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
Learned
Method=Learned
2026.05
0.228
0.387
0.175
43.6
1.178
2.065
2.047
RMSProp
Method=RMSProp
2026.05
2.015
1.653
1.652
5.9
2.039
1.766
1.765
Adam
Method=Adam
2026.05
2.043
1.691
1.689
5.1
2.145
2.203
2.201
NAG
Method=NAG
2026.05
2.205
1.806
1.805
4.5
2.245
2.247
2.246
Momentum
Method=Momentum
2026.05
2.221
1.827
1.826
3.3
2.258
2.311
2.31
GD
Method=GD
2026.05
2.254
2.004
2.004
0.6
2.307
2.765
2.765
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