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Math on Real-data Math Qwen outputs (3% verified data)
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55.1
Original Accuracy
Logistic Regression
52.345
53.7225
55.1
56.4775
Jun 18, 2026
Original Accuracy
Adjusted Accuracy
Accuracy Gain
Human Verification Required Count
Updated 1mo ago
Evaluation Results
Method
Method
Links
Original Accuracy
Adjusted Accuracy
Accuracy Gain
Human Verification Required Count
Logistic Regression
Question Type=Math, Da...
2026.06
55.1
55.71
0.61
274
Multilayer Perceptron
Question Type=Math, Da...
2026.06
55.1
54.28
-0.82
274
Random Forest
Question Type=Math, Da...
2026.06
55.1
59.7
4.6
274
Label Propagation
Question Type=Math, Da...
2026.06
55.1
53.82
-1.28
274
nnPU
Question Type=Math, Da...
2026.06
55.1
58.88
3.78
274
AURA
Question Type=Math, Da...
2026.06
55.1
79.27
24.17
291.2
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