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ResearchFormerly WizWand

Iterative Self-Optimization on OPT-BENCH ML environments 10 steps 1.0

8Win Countclaude-3-7-sonnet-20250219
3.844.9267.08May 9, 2026
Updated 6mo ago

Evaluation results

MethodLinks
claude-3-7-sonnet-20250219Steps=10, Model Category=Proprietary, Model Type=General2026.0588226455
claude-3-5-sonnet-20241022Steps=10, Model Category=Proprietary, Model Type=General2026.05718305146
Qwen2.5-3B-InstructSteps=10, Model Category=Open-Source, Model Type=General2026.0574668189
Qwen2.5-7B-InstructSteps=10, Model Category=Open-Source, Model Type=General2026.05738543123
gpt-o3-miniSteps=10, Model Category=Proprietary, Model Type=Reasoning2026.056007269
gemini-2.0-flashSteps=10, Model Category=Proprietary, Model Type=General2026.0566124443
Qwen3-235B-InstructSteps=10, Model Category=Proprietary, Model Type=General2026.05610105352
Internlm3-8b-InstructSteps=10, Model Category=Open-Source, Model Type=General2026.05630422018
grok-3Steps=10, Model Category=Proprietary, Model Type=General2026.05514125756
Deepseek-V3.1-ThinkingSteps=10, Model Category=Proprietary, Model Type=Reasoning2026.055007875
Qwen3-235B-ThinkingSteps=10, Model Category=Proprietary, Model Type=Reasoning2026.055007576
Qwen2.5-14B-InstructSteps=10, Model Category=Open-Source, Model Type=General2026.05524284139
Qwen2.5-32B-InstructSteps=10, Model Category=Open-Source, Model Type=General2026.05530284143
Qwen2.5-72B-InstructSteps=10, Model Category=Open-Source, Model Type=General2026.05532383938
Qwen3-8BSteps=10, Model Category=Open-Source, Model Type=General2026.05520205758
Qwen3-30B-A3BSteps=10, Model Category=Open-Source, Model Type=General2026.055066565
gpt-4o-2024-08-06Steps=10, Model Category=Proprietary, Model Type=General2026.05426304444
gpt-4.1-2025-04-14Steps=10, Model Category=Proprietary, Model Type=General2026.054884748
Qwen3-32BSteps=10, Model Category=Open-Source, Model Type=General2026.05410105759