Synthetic Data
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Synthetic Data mu2 fixed effect function (test)
0.007Estimation Error (Delta_mu)
5
Synthetic Data mu1 fixed effect function (test)
0.015Delta_mu Estimation Error
5
Synthetic Data Scenario 4 (Stereo MF)
10.39MAE X (rad/s)
4
Synthetic Data Scenario 3 Multi-Frames
4.58MAE x (rad/s)
4
synthetic data
18.33PSNR
4
synthetic data
19.33Albedo (si-PSNR)
4
Synthetic Data 20 systems
0.239RMSE
4
Synthetic Data Random Mean Parameter Assignment
99.9True Positive Rate
4
Synthetic Data Repeating Mean Parameter Assignment
93.2True Positives
4
Synthetic-data Large
4.09NMSE
4
Synthetic-data Extended
5.02NMSE
4
Synthetic-data Original
3.43NMSE
4
Synthetic-data Small
5NMSE
4
Synthetic-data Smaller
3.78NMSE
4
Synthetic Data Setting 1, p=4 Monte Carlo simulations v1
-0.465Bias
4
Synthetic Data Setting 1, p=3 v1 (Monte Carlo simulations)
-0.273Bias
4
Synthetic Data Setting 1, p=2 Monte Carlo simulations v1
-0.108Bias
4
Synthetic Data Bedroom, Shelf, Counter scenes (val)
0.006View Reconstruction MSE (Bedroom)
4
Synthetic data Example 2
11.2Detection Delay
4
Synthetic Data
21.68Time (ms)
4
Synthetic data Dynamic only (test)
27.19PSNR
4
Synthetic data Full (test)
35.07PSNR
4
Synthetic Data Bear Market v1.0
1,193IU MO
4
Synthetic Data Bull Market v1.0
2,982IU MO
4
Synthetic Data Low Volatile v1.0
434IU MO
4