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Fine-tuning on GSM8k (val)
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70.2
Accuracy
Clustering-based SS
57.928
61.114
64.3
67.486
Jun 14, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Clustering-based SS
Sampling Ratio=25%, Ba...
2026.06
70.2
Full
Sampling Ratio=100%, B...
2026.06
69.3
Low-rank SS (ours)
Sampling Ratio=25%, Ba...
2026.06
68.4
Uniform Sampling
Sampling Ratio=25%, Ba...
2026.06
67.7
Graph Cut
Sampling Ratio=12.5%,...
2026.06
67.7
K-Center
Sampling Ratio=25%, Ba...
2026.06
67.4
Low-rank SS (ours)
Sampling Ratio=12.5%,...
2026.06
67.1
Graph Cut
Sampling Ratio=25%, Ba...
2026.06
67
Clustering-based SS
Sampling Ratio=12.5%,...
2026.06
66.6
Low-rank SS (ours)
Sampling Ratio=6.25%,...
2026.06
65.4
Uniform Sampling
Sampling Ratio=12.5%,...
2026.06
65.3
K-Center
Sampling Ratio=12.5%,...
2026.06
65.3
Clustering-based SS
Sampling Ratio=6.25%,...
2026.06
65.2
Graph Cut
Sampling Ratio=6.25%,...
2026.06
64.9
Uniform Sampling
Sampling Ratio=6.25%,...
2026.06
63.5
K-Center
Sampling Ratio=6.25%,...
2026.06
58.4
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