Sine
Benchmarks
TaskDatasetSOTA resultTrendResults
Sine
1.5Average ELBO Score
48
Sine
0.021Discriminative Score
24
Sine
0.06FID Score
24
Sine (final-checkpoint)
100Validation Score
12
Sine (test)
0.257Predictive Score
12
Sine Synthetic (full stream)
0.808G-Mean
11
Sine Synthetic
94.6Specificity
11
Sine
100Recall
11
Sine
0.927Avg PAUC
11
sine n=200
0.059MSE
8
Sine High wave amplitude
22.07PSNR
7
Sine Low wave amplitude
26.02PSNR
7
Sine
96.32Accuracy
7
Sine
0.005Relative L2 Error
6
Sine with GRF
0.266Relative L2 Error
6
Sine 2D
57CHR@10 (t=5)
5
Sine (test)
0.69µ MSE
5
Sine 2d
0.13Sinkhorn Distance (W2^2)
4
Sine n=64
125Recovery
4
sine IV design
86.7AUC
4
sine n=1000
0.087MSE
4
sine n=500
0.117MSE
4
Sine 2d synthetic (test)
0.13W2 Distance
3
Sine synthetic data stream
0.324P-value
3
Sine (test)
0.99R2 Score
2