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Benchmarks
Active Learning on Branin (test)
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0.17
RMSE
MGP AL
0.1372
0.3586
0.58
0.8014
Jan 26, 2025
RMSE
Updated 12d ago
Evaluation Results
Method
Method
Links
RMSE
MGP AL
N_init + T=1+30
2025.01
0.17
GP AL
N_init + T=1+30
2025.01
0.19
AAL
N_init + T=1+30
2025.01
0.21
TabPFN AL
N_init + T=1+30
2025.01
0.22
AGP AL
N_init + T=1+30
2025.01
0.23
ALINE
N_init + T=1+30
2025.01
0.27
Random
N_init + T=1+30
2025.01
0.28
SVGP AL
N_init + T=1+30
2025.01
0.34
PFN AL
N_init + T=1+30
2025.01
0.38
DAD
N_init + T=1+30
2025.01
0.99
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