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Active Learning on LGBB (test)
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0.15
RMSE
MGP AL
0.1368
0.2259
0.315
0.4041
Jan 26, 2025
RMSE
Updated 12d ago
Evaluation Results
Method
Method
Links
RMSE
MGP AL
N_init + T=1+30
2025.01
0.15
TabPFN AL
N_init + T=1+30
2025.01
0.16
AAL
N_init + T=1+30
2025.01
0.17
ALINE
N_init + T=1+30
2025.01
0.17
GP AL
N_init + T=1+30
2025.01
0.17
SVGP AL
N_init + T=1+30
2025.01
0.17
PFN AL
N_init + T=1+30
2025.01
0.19
Random
N_init + T=1+30
2025.01
0.21
AGP AL
N_init + T=1+30
2025.01
0.22
DAD
N_init + T=1+30
2025.01
0.48
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