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Fine-tuning on SQL (val)
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79.9
Accuracy
Full
57.644
63.422
69.2
74.978
Jun 14, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Full
Sampling Ratio=100%, B...
2026.06
79.9
K-Center
Sampling Ratio=25%, Ba...
2026.06
77.1
Low-rank SS (ours)
Sampling Ratio=25%, Ba...
2026.06
76.1
Uniform Sampling
Sampling Ratio=25%, Ba...
2026.06
75.6
Clustering-based SS
Sampling Ratio=25%, Ba...
2026.06
75.6
K-Center
Sampling Ratio=12.5%,...
2026.06
75.3
Low-rank SS (ours)
Sampling Ratio=12.5%,...
2026.06
74.4
Uniform Sampling
Sampling Ratio=12.5%,...
2026.06
74.1
Clustering-based SS
Sampling Ratio=12.5%,...
2026.06
73.7
Graph Cut
Sampling Ratio=25%, Ba...
2026.06
73.3
K-Center
Sampling Ratio=6.25%,...
2026.06
73
Graph Cut
Sampling Ratio=12.5%,...
2026.06
71.1
Low-rank SS (ours)
Sampling Ratio=6.25%,...
2026.06
70.4
Clustering-based SS
Sampling Ratio=6.25%,...
2026.06
68.3
Uniform Sampling
Sampling Ratio=6.25%,...
2026.06
66.2
Graph Cut
Sampling Ratio=6.25%,...
2026.06
58.5
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