Synthetic
Benchmarks
TaskDatasetSOTA resultTrendResults
Synthetic (test)
62.41Concept Accuracy
5
Synthetic (test)
1AU
5
Synthetic sigma=[3.2, 4.8] (test)
35.28PSNR
5
Synthetic sigma=[1.6, 3.2] (test)
37.27PSNR
5
Synthetic sigma=[0, 1.6] (test)
37.43PSNR
5
Synthetic Non-monotone graph cut Gcut sigma=0.8 (test)
0.068RMSE
5
Synthetic Log x Sqrt function (test)
0.032RMSE
5
Synthetic Monotone graph cut Gcut sigma=0.1 (test)
0.004RMSE
5
Synthetic Facility Location function (test)
0.022RMSE
5
Synthetic Log function (test)
0.015RMSE
5
Synthetic (test)
7.02Ew
5
Synthetic Focused Outliers
0.164MAE
5
Synthetic Asymmetric Outliers
0.271MAE
5
Synthetic Uniform Outliers
0.09MAE
5
Synthetic No Outliers
0.088MAE
5
Synthetic Asymmetric Outliers (test)
-0.37NLPD
5
Synthetic Uniform Outliers (test)
-0.799NLPD
5
Synthetic No Outliers (test)
-0.823NLPD
5
Synthetic K=6, pcat=5
1.4Runtime (s)
5
Synthetic FoV 240, Config 120
100Success Rate
4
Synthetic FoV 240, Config 90
98Success Rate (SR)
4
Synthetic FoV 240, Config 60
98Success Rate (SR)
4
Synthetic FoV 240, Config 0
98Success Rate (SR)
4
Synthetic FoV 220, Config 120
97Success Rate (SR)
4
Synthetic FoV 220 Config 90
99Success Rate (SR)
4