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Benchmarks
Generalization Gap Prediction on CIFAR-10/100 Model Grid (test)
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0.902
Spearman ρ
Directional Sharpness
0.56816
0.65483
0.7415
0.82817
Jun 23, 2026
Spearman ρ
Kendall τ
Kendall Ψ
Updated 1mo ago
Evaluation Results
Method
Method
Links
Spearman ρ
Kendall τ
Kendall Ψ
Directional Sharpness
Batch size (B)=16, Num...
2026.06
0.902
0.702
0.694
Directional Sharpness
Batch size (B)=8, Numb...
2026.06
0.811
0.712
0.676
ASAM
Batch size (B)=|D|
2026.06
0.639
0.433
0.411
Worst-Case
Batch size (B)=|D|
2026.06
0.601
0.577
0.552
ASAM
Batch size (B)=256
2026.06
0.581
0.264
0.194
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