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ResearchFormerly WizWand

Physics Reasoning on MemoryArena Physics

11.63Success MetricOPD-Evolver-9B
-0.46522.67495.8158.9551Jun 16, 2026
Updated 4mo ago

Evaluation results

MethodLinks
OPD-Evolver-9BBackbone LLM=QWEN3.5-9B2026.0611.63
AWMBackbone LLM=QWEN3.5-9B2026.0611.05
MemEvolveBackbone LLM=QWEN3.5-9B2026.069.88
ExpeLBackbone LLM=QWEN3.5-9B2026.068.72
EvolveRBackbone LLM=QWEN3.5-9B2026.067.56
ReasoningBankBackbone LLM=QWEN3.5-9B2026.066.98
MempBackbone LLM=QWEN3.5-9B2026.066.4
No MemoryBackbone LLM=QWEN3.5-9B2026.065.23
CheatsheetBackbone LLM=QWEN3.5-9B2026.065.23
QWEN3.5-397B-A17BBackbone LLM=QWEN3.5-397B-A17B2026.064.65
OPD-Evolver-4BBackbone LLM=QWEN3-4B2026.064.07
AWMBackbone LLM=QWEN3-4B2026.063.49
EvolveRBackbone LLM=QWEN3-4B2026.062.91
STEP-3.5-FLASH (196B)Backbone LLM=STEP-3.5-FLASH (196B)2026.062.33
No MemoryBackbone LLM=QWEN3-4B2026.062.33
MemEvolveBackbone LLM=QWEN3-4B2026.062.33
ExpeLBackbone LLM=QWEN3-4B2026.061.74
CheatsheetBackbone LLM=QWEN3-4B2026.061.74
ReasoningBankBackbone LLM=QWEN3-4B2026.061.16
MempBackbone LLM=QWEN3-4B2026.060