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Benchmarks
Mathematical Optimization on Circle Packing Rect n=21
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2.232
Best Objective Value
GEPA
2.22664
2.26282
2.299
2.33518
Feb 23, 2026
Best Objective Value
Average Objective Value
Updated 4d ago
Evaluation Results
Method
Method
Links
Best Objective Value
Average Objective Value
GEPA
Backbone=Gemini-3-Pro
2026.02
2.232
2.216
OpenEvolve
Backbone=GPT-5
2026.02
2.276
2.267
GEPA
Backbone=GPT-5
2026.02
2.354
2.326
ShinkaEvolve
Backbone=GPT-5
2026.02
2.358
2.335
AdaEvolve
Backbone=GPT-5
2026.02
2.361
2.349
Human
2026.02
2.364
-
AlphaEvolve
2026.02
2.3658
-
OpenEvolve
Backbone=Gemini-3-Pro
2026.02
2.366
2.365
ShinkaEvolve
Backbone=Gemini-3-Pro
2026.02
2.366
2.366
AdaEvolve
Backbone=Gemini-3-Pro
2026.02
2.366
2.366
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