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ResearchFormerly WizWand

Iterative Self-Optimization on OPT-BENCH 5 steps 1.0 (ML environments)

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

Evaluation results

MethodLinks
claude-3-7-sonnet-20250219Steps=5, Model Category=Proprietary, Model Type=General2026.05810246252
claude-3-5-sonnet-20241022Steps=5, Model Category=Proprietary, Model Type=General2026.05720324944
Deepseek-V3.1-ThinkingSteps=5, Model Category=Proprietary, Model Type=Reasoning2026.056007674
Qwen3-235B-ThinkingSteps=5, Model Category=Proprietary, Model Type=Reasoning2026.056007476
Qwen3-235B-InstructSteps=5, Model Category=Proprietary, Model Type=General2026.05616154850
Qwen2.5-3B-InstructSteps=5, Model Category=Open-Source, Model Type=General2026.0566480123
Qwen2.5-7B-InstructSteps=5, Model Category=Open-Source, Model Type=General2026.05654702214
gpt-4o-2024-08-06Steps=5, Model Category=Proprietary, Model Type=General2026.05530344140
gpt-o3-miniSteps=5, Model Category=Proprietary, Model Type=Reasoning2026.055007268
gemini-2.0-flashSteps=5, Model Category=Proprietary, Model Type=General2026.05516204042
grok-3Steps=5, Model Category=Proprietary, Model Type=General2026.05516145255
Qwen2.5-14B-InstructSteps=5, Model Category=Open-Source, Model Type=General2026.05540603122
Qwen2.5-32B-InstructSteps=5, Model Category=Open-Source, Model Type=General2026.05542443335
Qwen2.5-72B-InstructSteps=5, Model Category=Open-Source, Model Type=General2026.05540503330
Qwen3-8BSteps=5, Model Category=Open-Source, Model Type=General2026.05528225156
Qwen3-30B-A3BSteps=5, Model Category=Open-Source, Model Type=General2026.0554126059
Qwen3-32BSteps=5, Model Category=Open-Source, Model Type=General2026.05514125257
gpt-4.1-2025-04-14Steps=5, Model Category=Proprietary, Model Type=General2026.05410104547
Internlm3-8b-InstructSteps=5, Model Category=Open-Source, Model Type=General2026.05452541214