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Benchmarks
Nonconvex Optimization on Multi-well D_test^MW 500 tasks (test)
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60.2
Success Rate
SHAPE
28.792
36.946
45.1
53.254
May 7, 2026
Success Rate
Final Gap
Best Gap
Best Gap (Median)
Gradient Calls
Updated 23d ago
Evaluation Results
Method
Method
Links
Success Rate
Final Gap
Best Gap
Best Gap (Median)
Gradient Calls
SHAPE
2026.05
60.2
0.987
0.477
0.007
1,251.2
SHAPE
memory=without
2026.05
30
1.249
1.066
0.895
707.3
GD
2026.05
30
1.29
1.18
1.115
1,251.2
Momentum
2026.05
30
1.29
1.115
0.95
1,251.2
Nesterov
2026.05
30
1.29
1.162
1.066
1,251.2
Adam
2026.05
30
1.29
1.147
1
1,251.2
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