Synthetic
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Synthetic balanced case, n=(80,80,80), N=20, K=3 (Mode C)
0.622RMSE
5
Synthetic balanced case, n=(80,80,80), N=20, K=3 (Mode B)
0.63RMSE
5
Synthetic balanced case, n=(80,80,80), N=20, K=3 (Mode A)
0.612RMSE
5
Synthetic (test)
0.701Axial Motion Component (ax)
5
Synthetic (train)
1.38Symmetrical KL Distance
5
Synthetic (test)
2.05Symmetrical KL Distance
5
Synthetic Color
85.66Win Rate
5
1.5K Synthetic 1.0 (test)
0.43VQAScore (Logo)
5
Synthetic dataset
98SURF Score
5
Synthetic
0.006MSE
5
Synthetic
55.2PVE
5
Synthetic (val)
100Quality
5
Synthetic 32D (test)
0.251Mean Performance
5
Synthetic 8D (test)
0.243Mean Performance
5
Synthetic (test)
41.28PSNR
5
Synthetic Design Spiked, m=500, n=500 (test)
2.6FDR
5
Synthetic Design t(3), m=500, n=500 (test)
1.7FDR
5
Synthetic Design N(0,1), m=500, n=500 (test)
0.019FDR
5
Synthetic
3.09MAE (Azimuth, °)
5
Synthetic
3.08MAE Azimuth (°)
5
Synthetic n=3,000
9Wall-clock Time (s)
5
Synthetic (with drift)
93.76ACC
5
Synthetic (without drift)
98.8Accuracy
5
Synthetic 1.0 (test)
0.35Boundary Similarity (n=2)
5
Synthetic (test)
62.41Concept Accuracy
5