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ResearchFormerly WizWand

Math Reasoning on HLE Math-100 (Pass@1)

35.84Pass@1TMAS
9.652816.451423.2530.0486May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TMASBackbone=Qwen3-30B-Thinking-2507, Iteration=It172026.0535.84
TMASBackbone=Qwen3-30B-Thinking-2507, Iteration=It192026.0535.38
TMASBackbone=Qwen3-30B-Thinking-2507, Iteration=It112026.0533.72
TMASBackbone=Qwen3-30B-Thinking-2507, Iteration=It92026.0533.22
PaCoReBackbone=Qwen3-30B-Thinking-2507, Iteration=It112026.0533.16
TMASBackbone=Qwen3-30B-Thinking-2507, Iteration=It32026.0533.03
PaCoReBackbone=Qwen3-30B-Thinking-2507, Iteration=It192026.0532.78
PaCoReBackbone=Qwen3-30B-Thinking-2507, Iteration=It172026.0532.75
PaCoReBackbone=Qwen3-30B-Thinking-2507, Iteration=It92026.0532.69
PaCoReBackbone=Qwen3-30B-Thinking-2507, Iteration=It32026.0532
RSEBackbone=Qwen3-30B-Thinking-2507, Iteration=It192026.0531.75
RSEBackbone=Qwen3-30B-Thinking-2507, Iteration=It172026.0531.13
V-RBackbone=Qwen3-30B-Thinking-2507, Iteration=It192026.0530.41
MV@64Backbone=Qwen3-30B-Thinking-2507, Iteration=It12026.0530.3
RSEBackbone=Qwen3-30B-Thinking-2507, Iteration=It112026.0529.97
V-RBackbone=Qwen3-30B-Thinking-2507, Iteration=It172026.0529.88
V-RBackbone=Qwen3-30B-Thinking-2507, Iteration=It112026.0529.28
V-RBackbone=Qwen3-30B-Thinking-2507, Iteration=It92026.0529.19
TMAS w/ Hybrid-RLBackbone=Qwen3-4B-Thinking-2507, Iteration=It192026.0528.16
TMAS w/ Hybrid-RLBackbone=Qwen3-4B-Thinking-2507, Iteration=It172026.0527.75
RSEBackbone=Qwen3-30B-Thinking-2507, Iteration=It92026.0527.47
PaCoReBackbone=Qwen3-30B-Thinking-2507, Iteration=It12026.0527.41
Self-RefineBackbone=Qwen3-30B-Thinking-2507, Iteration=It192026.0527.12
TMAS w/ Hybrid-RLBackbone=Qwen3-4B-Thinking-2507, Iteration=It112026.0526.34
Self-RefineBackbone=Qwen3-30B-Thinking-2507, Iteration=It112026.0526.19
Self-RefineBackbone=Qwen3-30B-Thinking-2507, Iteration=It172026.0526
Self-RefineBackbone=Qwen3-30B-Thinking-2507, Iteration=It92026.0525.19
TMAS w/ Hybrid-RLBackbone=Qwen3-4B-Thinking-2507, Iteration=It32026.0525.19
TMASBackbone=Qwen3-30B-Thinking-2507, Iteration=It12026.0525.09
TMAS w/ Hybrid-RLBackbone=Qwen3-4B-Thinking-2507, Iteration=It92026.0525.09
TMAS w/ Hybrid-RLBackbone=Qwen3-4B-Thinking-2507, Iteration=It12026.0524.16
Self-RefineBackbone=Qwen3-30B-Thinking-2507, Iteration=It32026.0523.78
RSEBackbone=Qwen3-30B-Thinking-2507, Iteration=It32026.0523.31
V-RBackbone=Qwen3-30B-Thinking-2507, Iteration=It32026.0521.91
RSEBackbone=Qwen3-30B-Thinking-2507, Iteration=It12026.0521.28
Self-RefineBackbone=Qwen3-30B-Thinking-2507, Iteration=It12026.0520.25
V-RBackbone=Qwen3-30B-Thinking-2507, Iteration=It12026.0518.81
TMASBackbone=Qwen3-4B-Thinking-2507, Iteration=It192026.0517.41
TMASBackbone=Qwen3-4B-Thinking-2507, Iteration=It172026.0517.28
TMASBackbone=Qwen3-4B-Thinking-2507, Iteration=It112026.0517.19
TMASBackbone=Qwen3-4B-Thinking-2507, Iteration=It92026.0516.69
PaCoReBackbone=Qwen3-4B-Thinking-2507, Iteration=It112026.0516.53
PaCoReBackbone=Qwen3-4B-Thinking-2507, Iteration=It192026.0516.47
PaCoReBackbone=Qwen3-4B-Thinking-2507, Iteration=It172026.0516.38
TMASBackbone=Qwen3-4B-Thinking-2507, Iteration=It32026.0516.38
PaCoReBackbone=Qwen3-4B-Thinking-2507, Iteration=It32026.0516.25
PaCoReBackbone=Qwen3-4B-Thinking-2507, Iteration=It92026.0516.25
PaCoReBackbone=Qwen3-4B-Thinking-2507, Iteration=It12026.0516.09
RSEBackbone=Qwen3-4B-Thinking-2507, Iteration=It12026.0516.09
RSEBackbone=Qwen3-4B-Thinking-2507, Iteration=It32026.0516.06
TMASBackbone=Qwen3-4B-Thinking-2507, Iteration=It12026.0515.84
RSEBackbone=Qwen3-4B-Thinking-2507, Iteration=It192026.0515.47
MV@64Backbone=Qwen3-4B-Thinking-2507, Iteration=It12026.0515.4
RSEBackbone=Qwen3-4B-Thinking-2507, Iteration=It112026.0514.47
V-RBackbone=Qwen3-4B-Thinking-2507, Iteration=It192026.0514.41
V-RBackbone=Qwen3-4B-Thinking-2507, Iteration=It172026.0513.81
RSEBackbone=Qwen3-4B-Thinking-2507, Iteration=It92026.0513.66
Self-RefineBackbone=Qwen3-4B-Thinking-2507, Iteration=It112026.0513.53
Self-RefineBackbone=Qwen3-4B-Thinking-2507, Iteration=It92026.0513.47
Self-RefineBackbone=Qwen3-4B-Thinking-2507, Iteration=It192026.0513.39
Self-RefineBackbone=Qwen3-4B-Thinking-2507, Iteration=It172026.0513.31
V-RBackbone=Qwen3-4B-Thinking-2507, Iteration=It92026.0512.78
V-RBackbone=Qwen3-4B-Thinking-2507, Iteration=It112026.0512.59
RSEBackbone=Qwen3-4B-Thinking-2507, Iteration=It172026.0512.59
Self-RefineBackbone=Qwen3-4B-Thinking-2507, Iteration=It32026.0512.19
Self-RefineBackbone=Qwen3-4B-Thinking-2507, Iteration=It12026.0512.12
V-RBackbone=Qwen3-4B-Thinking-2507, Iteration=It12026.0511.47
V-RBackbone=Qwen3-4B-Thinking-2507, Iteration=It32026.0510.66