Synthetic
Benchmarks
TaskDatasetSOTA resultTrendResults
Synthetic (test)
16SID
101
Synthetic dataset
100Accuracy
70
Synthetic Elastic net regression
0.046Runtime (s)
69
Synthetic dataset
1RE
50
Synthetic
100Coverage
48
Synthetic (test)
98Accuracy
46
Synthetic weakly-periodic Interpolation (INT)
0.01Normalized KL Divergence
43
Synthetic d=10
0.005Runtime (ms)
41
Synthetic D=4096, V=151k
1.98Speedup vs Multinomial Sampling
36
Synthetic (n=100, |E|=400, sample size=1000)
99.6mAP
36
Synthetic n=1000, |E|=2000, sample size=1000
96.6mAP
32
Synthetic
97.75Accuracy
31
Synthetic 100 Instances per Size (val)
533.5Average Makespan
30
Synthetic (test)
1Omega'[sat^cost]
30
Synthetic WebText initialization (val)
0.001Avg JS
30
Synthetic Random 50% initialization (val)
0Avg JS Divergence
30
Synthetic Exponential Noise
30.13ABIC Score
30
Synthetic
0.928AUROC
29
Synthetic 1.0 (test)
72.7Accuracy
28
Synthetic quartic function
5.8Gradient Norm (\u00d7 10^-6)
27
Synthetic d=3, K=8, N=1600
3.718WCSS
25
Synthetic (d=3, K=8, N=800)
1.847WCSS
25
Synthetic (d=3, K=8, N=400)
0.946WCSS
25
Synthetic d=3, K=4, N=800
5.367WCSS
25
Synthetic d=3, K=4, N=400
2.662WCSS
25