Synthetic dataset
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Synthetic Dataset (Test1)
0.909SSIM
8
Synthetic Dataset σ = 0.3 (test)
0.34MAE
7
Synthetic Dataset σ = 0.1 (test)
0.23MAE
7
Synthetic Dataset SNR=30 dB
0.044aRMSE
7
Synthetic Dataset SNR=15 dB
0.047aRMSE
7
Synthetic Dataset (test)
98.3Macro Precision
7
Synthetic Dataset 60% MNAR (test)
77.1AUC
7
Synthetic Dataset 60% MNAR (test)
0.862RMSE (Imputed)
7
Synthetic Dataset 36-view
36.226PSNR
7
Synthetic Dataset 24-view
34.078PSNR
7
Synthetic dataset 36-view protocol
46.849PSNR
7
Synthetic dataset 24-view protocol
44.069PSNR
7
Synthetic dataset
96.59Makespan
7
Synthetic Dataset (val)
0.928Cosine Similarity
7
synthetic dataset (test)
35.53PSNR
7
Synthetic Dataset (test)
99.55OA
7
Synthetic dataset 15% heavy-tailed noise
1.545Final Loss
6
Synthetic dataset
0.021Mean W2
6
Synthetic Dataset
19.993PSNR (Shadow)
6
Synthetic Dataset dt=1000
8.34PEHE
6
Synthetic Dataset dt=500
3.44PEHE
6
Synthetic Dataset dt=200
1.18PEHE
6
Synthetic Dataset stationary environment
0.998NMI
6
Synthetic dataset (non-stationary) Stream #6
99.9NMI
6
Synthetic dataset non-stationary Stream #5
0.999NMI
6