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Benchmarks
Hyperparameter Optimization on Anisotropic Analytic Benchmarks dim=10 (test)
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6.96
Normalized Regret AUC
RandImp
6.224
11.192
16.16
21.128
Jun 8, 2026
Normalized Regret AUC
GIF Win Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Normalized Regret AUC
GIF Win Rate
RandImp
Ablation=Random Import...
2026.06
6.96
-
NoFB
Ablation=No Fallback
2026.06
7.19
-
GIF
2026.06
7.36
60
UniAlloc
Ablation=Uniform Alloc...
2026.06
7.95
-
TPE
2026.06
8.06
-
BOHB
2026.06
11.36
-
GP
2026.06
20.35
-
RS
2026.06
21.41
-
SG
2026.06
25.36
-
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