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Active Learning on Sinus (test)
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0.12
RMSE
SVGP AL
0.0832
0.3316
0.58
0.8284
Jan 26, 2025
RMSE
Updated 12d ago
Evaluation Results
Method
Method
Links
RMSE
SVGP AL
N_init + T=1+20
2025.01
0.12
MGP AL
N_init + T=1+20
2025.01
0.12
GP AL
N_init + T=1+20
2025.01
0.13
AAL
N_init + T=1+20
2025.01
0.14
AGP AL
N_init + T=1+20
2025.01
0.14
Random
N_init + T=1+20
2025.01
0.33
ALINE
N_init + T=1+20
2025.01
0.38
DAD
N_init + T=1+20
2025.01
0.49
PFN AL
N_init + T=1+20
2025.01
0.85
TabPFN AL
N_init + T=1+20
2025.01
1.04
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