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Mathematical Reasoning on MemoryArena Math

10.88Success ScoreOPD-Evolver-9B
0.88563.48036.0758.6697Jun 16, 2026
Updated 4mo ago

Evaluation results

MethodLinks
OPD-Evolver-9BBackbone LLM=QWEN3.5-9B2026.0610.88
ExpeLBackbone LLM=QWEN3.5-9B2026.068.19
AWMBackbone LLM=QWEN3.5-9B2026.067.34
CheatsheetBackbone LLM=QWEN3.5-9B2026.066.64
EvolveRBackbone LLM=QWEN3.5-9B2026.066.07
OPD-Evolver-4BBackbone LLM=QWEN3-4B2026.065.51
No MemoryBackbone LLM=QWEN3.5-9B2026.065.51
ReasoningBankBackbone LLM=QWEN3.5-9B2026.064.94
MempBackbone LLM=QWEN3.5-9B2026.064.8
MempBackbone LLM=QWEN3-4B2026.064.66
MemEvolveBackbone LLM=QWEN3.5-9B2026.064.24
QWEN3.5-397B-A17BBackbone LLM=QWEN3.5-397B-A17B2026.063.98
ReasoningBankBackbone LLM=QWEN3-4B2026.063.81
CheatsheetBackbone LLM=QWEN3-4B2026.062.97
No MemoryBackbone LLM=QWEN3-4B2026.062.4
STEP-3.5-FLASH (196B)Backbone LLM=STEP-3.5-FLASH (196B)2026.061.98
ExpeLBackbone LLM=QWEN3-4B2026.061.98
MemEvolveBackbone LLM=QWEN3-4B2026.061.84
AWMBackbone LLM=QWEN3-4B2026.061.69
EvolveRBackbone LLM=QWEN3-4B2026.061.27