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Mathematical Verification on MATH (test)
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79.9
Mean Hit Rate
Cost-Stratified Thresholding
26.236
40.168
54.1
68.032
Jun 14, 2026
Mean Hit Rate
Delta(CST-Thr)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Hit Rate
Delta(CST-Thr)
Cost-Stratified Thresholding
Model=LLaMA3-8B, beta=...
2026.06
79.9
4.9
Cost-Stratified Thresholding
Model=LLaMA3-8B, beta=...
2026.06
75.8
1.6
Cost-Stratified Thresholding
Model=LLaMA3-8B, beta=...
2026.06
73.4
1.5
Cost-Stratified Thresholding
Model=LLaMA3-8B, beta=...
2026.06
69.3
3.7
Cost-Stratified Thresholding
Model=Qwen3-8B, beta=1...
2026.06
32.2
20.2
Cost-Stratified Thresholding
Model=Qwen3-8B, beta=2...
2026.06
30.8
7.6
Cost-Stratified Thresholding
Model=Qwen3-8B, beta=3...
2026.06
30.1
1.9
Cost-Stratified Thresholding
Model=Qwen3-8B, beta=5...
2026.06
28.3
2
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