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ResearchFormerly WizWand

Mathematical Reasoning on HMMT 24 (Pass@1)

74.4Pass@1RSE
38.93648.14357.3566.557Jan 29, 2026
Updated 8mo ago

Evaluation results

MethodLinks
RSEBackbone=Qwen3-30B-A3B-Thinking-2507, Inference Strategy=Recycling Search Experience, Iteration=It32026.0174.4
RSEBackbone=Qwen3-30B-A3B-Thinking-2507, Inference Strategy=Recycling Search Experience, Iteration=It22026.0173.7
PaCoReBackbone=Qwen3-30B-A3B-Thinking-2507, Inference Strategy=PaCoRe, Iteration=It32026.0173.1
PaCoReBackbone=Qwen3-30B-A3B-Thinking-2507, Inference Strategy=PaCoRe, Iteration=It22026.0172.2
RSEBackbone=Qwen3-30B-A3B-Thinking-2507, Inference Strategy=Recycling Search Experience, Iteration=It12026.0171.9
PaCoReBackbone=Qwen3-30B-A3B-Thinking-2507, Inference Strategy=PaCoRe, Iteration=It12026.0170.6
Self-RefBackbone=Qwen3-30B-A3B-Thinking-2507, Inference Strategy=Self-Refine, Iteration=It32026.0165.6
Self-RefBackbone=Qwen3-30B-A3B-Thinking-2507, Inference Strategy=Self-Refine, Iteration=It22026.0164.5
Self-RefBackbone=Qwen3-30B-A3B-Thinking-2507, Inference Strategy=Self-Refine, Iteration=It12026.0162.7
MV@128Backbone=Qwen3-30B-A3B-Thinking-2507, Inference Strategy=Majority Voting, Iteration=It02026.0160.9
BaseBackbone=Qwen3-30B-A3B-Thinking-2507, Inference Strategy=Standard Sampling, Iteration=It02026.0157.4
PaCoReBackbone=Qwen3-4B-Thinking-2507, Inference Strategy=PaCoRe, Iteration=It12026.0156.7
RSEBackbone=Phi-4-Reasoning, Inference Strategy=Recycling Search Experience, Iteration=It32026.0156.5
RSEBackbone=Qwen3-4B-Thinking-2507, Inference Strategy=Recycling Search Experience, Iteration=It32026.0156
Self-RefBackbone=Qwen3-4B-Thinking-2507, Inference Strategy=Self-Refine, Iteration=It32026.0149.7
MV@128Backbone=Qwen3-4B-Thinking-2507, Inference Strategy=Majority Voting, Iteration=It02026.0143.3
BaseBackbone=Qwen3-4B-Thinking-2507, Inference Strategy=Standard Sampling, Iteration=It02026.0142.6
BaseBackbone=Phi-4-Reasoning, Inference Strategy=Standard Sampling, Iteration=It02026.0140.3