Synthetic dataset
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Synthetic Dataset
0.72LPIPS
10
Synthetic dataset
42.95CD-O
9
Synthetic Dataset
99.9NMI
9
Synthetic Dataset (τ=l/16, nQ=nR=128)
0.067Total Run Time (s)
9
Synthetic Dataset ρ = 0.9
97.7Stability
9
Synthetic Dataset Varied densities
1AUC
9
Synthetic Dataset Uniform density
1AUC
9
Synthetic Dataset
25.68PSNR
9
Synthetic dataset (Random)
22.41PSNR
9
Synthetic dataset Heavy
22.75PSNR
9
Synthetic dataset Medium
23.68PSNR
9
Synthetic dataset Light
24.87PSNR
9
Synthetic Dataset Case 4 (n=300)
0.24RMSE
8
Synthetic Dataset Case 3 (n=300)
0.27RMSE
8
Synthetic Dataset Case 2 (n=300)
0.3RMSE
8
Synthetic Dataset Case 1 n=300
0.56RMSE
8
Synthetic Dataset (val)
1.98Average Rank
8
Synthetic Dataset Setup (2) 1.0 (test)
99Accuracy (ACC)
8
Synthetic dataset 10,000 examples (test)
0.059RMSE
8
Synthetic Dataset
29.22PSNR
8
Synthetic Dataset
26.91PSNR
8
Synthetic dataset 2024 (test)
90Precision
8
Synthetic Dataset (test)
0.002MSE
8
Synthetic dataset (held-out)
100Good Bot Rate
8
Synthetic Dataset (test2)
90.92SSIM
8