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Hyperparameter Optimization on Anisotropic Analytic Benchmarks dim=50 (test)
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48.36
Normalized Regret AUC
RS
18.0128
25.8914
33.77
41.6486
Jun 8, 2026
Normalized Regret AUC
GIF-win
Updated 1mo ago
Evaluation Results
Method
Method
Links
Normalized Regret AUC
GIF-win
RS
2026.06
48.36
-
SG
2026.06
47.08
-
BOHB
2026.06
44.23
-
GP
2026.06
42.88
-
TPE
2026.06
29.35
-
UniAlloc
Ablation=Uniform Alloc...
2026.06
24.7
-
RandImp
Ablation=Random Import...
2026.06
24.07
-
NoFB
Ablation=No Fallback
2026.06
23.33
-
GIF
2026.06
19.18
100
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