Synthetic
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Synthetic V4
66.4Topic Coverage
8
Synthetic Set Size m=n=2^{16}, Dimension d=4
1,116Communication Cost (MB, delta=16)
8
Synthetic Set Size m=n=2^{16}, Dimension d=3
578.1Communication (MB, delta=16)
8
Synthetic (train test)
0.049Frobenius Norm
8
Synthetic
0.051Individual Fairness Gap
8
Synthetic 50% special job/machine percentage
1.335Competitive Ratio
8
Synthetic 40% special job/machine percentage
1.301Competitive Ratio
8
Synthetic 30% special job/machine percentage
1.296Competitive Ratio
8
Synthetic 20% special job/machine percentage
1.327Competitive Ratio
8
Synthetic 10% special job/machine percentage
1.356Competitive Ratio
8
Synthetic 0% special job/machine percentage
1.308Competitive Ratio
8
Synthetic
86.14Post-manipulation Accuracy
8
Synthetic
0.03Runtime (s/instance)
8
Synthetic
28.07PSNR
8
synthetic 2000x30-10 +15NF
100Mean Correct Feature Proportion
8
Synthetic 2000x30-5 +15NF
100Mean Correct Feature Proportion
8
synthetic 2000x20-20 +10NF
100Mean Correct Feature Proportion
8
synthetic 2000x20-10 +10NF
100Mean Proportion Correct
8
synthetic 2000x20-5 +10NF
100Mean Selection Rate
8
synthetic 1000x10-3 +5NF
100Mean Correct Feature Proportion
8
synthetic 1000x4-10 +2NF
100Mean Selection Proportion
8
SYNTHETIC 10% noise ratio
3.18GED
8
SYNTHETIC 5% noise ratio
1.54GED
8
SYNTHETIC 0% noise ratio
0Graph Edit Distance (GED)
8
Synthetic
0.22KL Divergence
8