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Benchmarks
Hyperparameter Optimization on Bayesmark (aggregated)
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2.72
Average Rank
GIF
2.5776
3.5388
4.5
5.4612
Jun 8, 2026
Average Rank
Time Rank
Normalized Performance
Win Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Rank
Time Rank
Normalized Performance
Win Rate
GIF
2026.06
2.72
5.13
81.1
75
GP-H
2026.06
3.47
10
40.1
12.5
GP-LCB
2026.06
4.09
9
37
21.9
PySOT
2026.06
4.47
6.03
37.1
15.6
HOpt
2026.06
4.56
5.84
35.4
9.4
GBRT
2026.06
4.78
7.94
31.4
12.5
OT-B
2026.06
5.28
3.78
27.4
9.4
OT-GD
2026.06
5.5
2.94
23.4
6.3
OT-GA
2026.06
5.75
2.69
22
6.3
RS
2026.06
6.28
1.66
18.9
6.3
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