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Benchmarks
Fine-tuning on Average (GSM8k, ViGGO, SQL) (val)
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81.1
Accuracy
Full
44.284
53.842
63.4
72.958
Jun 14, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Full
Sampling Ratio=100%, B...
2026.06
81.1
Low-rank SS (ours)
Sampling Ratio=25%, Ba...
2026.06
77.6
Clustering-based SS
Sampling Ratio=25%, Ba...
2026.06
77.5
Uniform Sampling
Sampling Ratio=25%, Ba...
2026.06
76.5
K-Center
Sampling Ratio=25%, Ba...
2026.06
74.9
Graph Cut
Sampling Ratio=25%, Ba...
2026.06
74
Clustering-based SS
Sampling Ratio=12.5%,...
2026.06
71
Low-rank SS (ours)
Sampling Ratio=12.5%,...
2026.06
70.4
Uniform Sampling
Sampling Ratio=12.5%,...
2026.06
69.2
Graph Cut
Sampling Ratio=12.5%,...
2026.06
65.8
K-Center
Sampling Ratio=12.5%,...
2026.06
63.9
Low-rank SS (ours)
Sampling Ratio=6.25%,...
2026.06
54.9
Clustering-based SS
Sampling Ratio=6.25%,...
2026.06
54.6
K-Center
Sampling Ratio=6.25%,...
2026.06
52.3
Uniform Sampling
Sampling Ratio=6.25%,...
2026.06
52
Graph Cut
Sampling Ratio=6.25%,...
2026.06
45.7
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