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Benchmarks
Stochastic Bilevel Optimization on Stochastic Bilevel Optimization
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Sample Complexity Bound Form
SPABA-FS
0.76
2.38
4
5.62
May 11, 2026
Sample Complexity Bound Form
Sample Complexity
Bound Type
Achieves O(epsilon^-2) Bound
Updated 22d ago
Evaluation Results
Method
Method
Links
Sample Complexity Bound Form
Sample Complexity
Bound Type
Achieves O(epsilon^-2) Bound
SPABA-FS
S.L. (Single-loop)=✓,...
2026.05
1
-
-
-
SOBA
S.L. (Single-loop)=✓,...
2026.05
2
-
-
-
BROS
S.L. (Single-loop)=✓,...
2026.05
2
-
-
-
MA-SOBA
S.L. (Single-loop)=✓,...
2026.05
2
-
-
-
BSA
S.L. (Single-loop)=×,...
2026.05
3
-
-
-
SUSTAIN/MRBO
S.L. (Single-loop)=✓,...
2026.05
3
-
-
-
FdeHBO
S.L. (Single-loop)=✓,...
2026.05
3
-
-
-
SPABA-E
S.L. (Single-loop)=✓,...
2026.05
3
-
-
-
F3SA
S.L. (Single-loop)=✓,...
2026.05
5
-
-
-
F2SA
S.L. (Single-loop)=✓,...
2026.05
7
-
-
-
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