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Fine-tuning on ViGGO (val)
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94
Accuracy
Full
10.384
32.092
53.8
75.508
Jun 14, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Full
Sampling Ratio=100%, B...
2026.06
94
Low-rank SS (ours)
Sampling Ratio=25%, Ba...
2026.06
88.3
Clustering-based SS
Sampling Ratio=25%, Ba...
2026.06
86.6
Uniform Sampling
Sampling Ratio=25%, Ba...
2026.06
86.3
Graph Cut
Sampling Ratio=25%, Ba...
2026.06
81.7
K-Center
Sampling Ratio=25%, Ba...
2026.06
80.3
Clustering-based SS
Sampling Ratio=12.5%,...
2026.06
72.8
Low-rank SS (ours)
Sampling Ratio=12.5%,...
2026.06
69.7
Uniform Sampling
Sampling Ratio=12.5%,...
2026.06
68.3
Graph Cut
Sampling Ratio=12.5%,...
2026.06
58.6
K-Center
Sampling Ratio=12.5%,...
2026.06
51
Clustering-based SS
Sampling Ratio=6.25%,...
2026.06
30.3
Low-rank SS (ours)
Sampling Ratio=6.25%,...
2026.06
28.8
Uniform Sampling
Sampling Ratio=6.25%,...
2026.06
26.2
K-Center
Sampling Ratio=6.25%,...
2026.06
25.5
Graph Cut
Sampling Ratio=6.25%,...
2026.06
13.6
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