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Hyperparameter Optimization on Anisotropic Analytic Benchmarks dim=5 (test)
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10.4
Normalized Regret AUC
GP
2.4024
4.4787
6.555
8.6313
Jun 8, 2026
Normalized Regret AUC
GIF-win
Updated 1mo ago
Evaluation Results
Method
Method
Links
Normalized Regret AUC
GIF-win
GP
2026.06
10.4
-
SG
2026.06
9.57
-
RS
2026.06
7.01
-
BOHB
2026.06
4.9
-
UniAlloc
Ablation=Uniform Alloc...
2026.06
3.28
-
NoFB
Ablation=No Fallback
2026.06
3.26
-
RandImp
Ablation=Random Import...
2026.06
3.24
-
GIF
2026.06
3.2
20
TPE
2026.06
2.71
-
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