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Hyperparameter Optimization on Anisotropic Analytic Benchmarks dim=30 (test)
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40.14
Normalized Regret AUC
SG
13.7344
20.5897
27.445
34.3003
Jun 8, 2026
Normalized Regret AUC
GIF-win
Updated 1mo ago
Evaluation Results
Method
Method
Links
Normalized Regret AUC
GIF-win
SG
2026.06
40.14
-
RS
2026.06
39.75
-
BOHB
2026.06
35.09
-
GP
2026.06
30.89
-
TPE
2026.06
21.34
-
UniAlloc
Ablation=Uniform Alloc...
2026.06
21.01
-
RandImp
Ablation=Random Import...
2026.06
18.46
-
NoFB
Ablation=No Fallback
2026.06
17.62
-
GIF
2026.06
14.75
100
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