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Benchmarks
Systems Optimization on TXN
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4,219.4
Best Score
SEAEVOSHINKA
2,665.224
3,068.712
3,472.2
3,875.688
Apr 27, 2026
Best Score
Average Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Best Score
Average Score
SEAEVOSHINKA
Backbone=Gemini-3-Flash
2026.04
4,219.4
3,886.1
SEAEVOOPEN
Backbone=Gemini-3-Flash
2026.04
4,098.4
3,810.6
OpenEvolve
Backbone=Gemini-3-Flash
2026.04
3,745.3
3,586.7
ShinkaEvolve
Backbone=Gemini-3-Flash
2026.04
3,508.8
3,480.7
GEPA
Backbone=Gemini-3-Flash
2026.04
3,496.5
3,266
Human/SOTA
2026.04
2,725
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