Synthetic
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Synthetic 50% MCAR (test)
0.803RMSE (Imputation)
7
synthetic (test)
0.081RMSE
7
Synthetic 2
0.909AUC
7
synthetic dataset
35.153-Cycle Ratio
7
Synthetic
4.07Running Time (s)
7
Synthetic (test)
0.417P2S
7
Synthetic (test)
74.7Avg Accuracy
7
Synthetic
100TOR
6
Synthetic simulation replicates
73.1F1 Score
6
Synthetic Generative Process (test)
8.45Meas. Err.
6
Synthetic
-0.03Mean Bound Error
6
Synthetic
26.8Accuracy
6
Synthetic Hypergeometric, dS=dZ=10
89.21PA_max (f)
6
Synthetic Poisson, dS=dZ=10
89.67PA_max (f)
6
Synthetic Gamma, dS=dZ=10
89.6PA_max (f)
6
Synthetic Negative Binomial, dS=dZ=10
89.64PA_max (f)
6
Synthetic Gaussian, dS=dZ=10
89.44PA_max (f)
6
Synthetic
0.107RMSE (Validation)
6
Synthetic p=q=200, M=20, High noise
0.08MSE_W
6
Synthetic p=q=200, M=20, Low noise
0.01MSE (W)
6
Synthetic quadratic f with cross terms (test)
0.571MAE
6
Synthetic (test)
0.078CRPS
6
Synthetic
1.98APIW
6
synthetic (test)
11.966PSNR (Partial)
6
Synthetic
17Solved Count
6