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Active learning strategy comparison on 2D Gray-Scott (test)
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1.42
Mean
Sobol
1.1184
1.1967
1.275
1.3533
Jun 8, 2026
Mean
Std Dev
Max Value
P99
P95
P75
Median
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean
Std Dev
Max Value
P99
P95
P75
Median
Sobol
Architecture=UNet
2026.06
1.42
1.43
2.02
6.69
5.21
1.71
8.49
OGAS-L
Architecture=UNet
2026.06
1.37
0.83
1
4.35
3.16
1.65
10.91
SBAL
Architecture=UNet
2026.06
1.36
1.29
1.77
6.12
4.5
1.65
8.61
OGAS-U
Architecture=UNet
2026.06
1.35
1.02
1.08
4.89
4.18
1.48
10.16
Uniform
Architecture=UNet
2026.06
1.27
1.14
1.78
5.38
4.05
1.55
8.41
Top-K
Architecture=UNet
2026.06
1.22
1.06
1.67
4.81
3.81
1.5
7.94
Breed
Architecture=UNet
2026.06
1.13
0.47
1.52
2.42
1.89
1.34
10.05
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