Synthetic Data
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Synthetic Data High Volatile v1.0
85,640IU MO
4
Synthetic Data (|I|=3000, Skewness=2.7) (test)
90.5Marginal Coverage
4
Synthetic Data (|I|=500, Skewness=2.7) (test)
90.2Marginal Coverage
4
Synthetic Data binary horizon 10
0.66Linear RMSE
4
Synthetic Data binary horizon 5
0.599Linear RMSE
4
Synthetic Data binary horizon 1
0.655Linear RMSE
4
Synthetic data one-parameter model 20
0.01MSE
4
Synthetic Data sigma=0.10
0.058dB
4
Synthetic Data sigma=0.05 (noise level 0.05)
0.032dB
4
Synthetic Data sigma=0.01
0.015dB
4
Synthetic Data 10 Points, 2 Clusters, 2 Dim
74.3Accuracy
4
Synthetic Data 15 Points, 3 Clusters, 2 Dim
56.4Accuracy
4
Synthetic data NONSTAT. (10 observational datasets and 10 replicates)
0.38Avg Modified Gap Measure
4
Synthetic data IND.
46Avg Modified Gap Measure
4
Synthetic data MULTIV. (10 observational datasets and 10 replicates)
0.4Avg Modified Gap Measure
4
Synthetic data NOISY (10 observational datasets and 10 replicates)
0.47Avg Modified Gap Measure
4
Synthetic data MISS. 10 observational datasets and 10 replicates
47Average Modified Gap Measure
4
Synthetic data (STAT.) (10 observational datasets and 10 replicates)
0.47Avg Modified Gap Measure
4
Synthetic data v1 (test)
8.247NLL
4
synthetic data pixel removal
163.14FID
3
synthetic data Gaussian noise
189.51FID
3
Synthetic data Mixed nodes (val)
0.44Total Error
3
Synthetic data 7nm (val)
0.47Total Error
3
Synthetic data 65nm (val)
0.85Total Error
3
Synthetic Data N=90, k=9
128.6Mean Relative Improvement (%)
3