circles
Benchmarks
TaskDatasetSOTA resultTrendResults
Circles Manifold 3D (test)
100Accuracy
18
Circles (n=300, m=2, k=2)
119.7SSE
12
circles
94.7Accuracy
10
Circles (test)
-1.92Test LogLikelihood
8
Circles (Mixed)
100Accuracy
7
Circles 2D synthetic (toy)
0.032JS Divergence
7
Circles
4.46W2
6
circles
1.176Avg Trajectory Length
6
circles
99.23Transport Efficiency
6
circles
0MMD
6
circles (test)
1.159Avg L1 Distance
6
circles
14.481CSD
6
Circles
0.512Cost
5
Circles
5.13Running Time (ms)
5
circles Gray code (test)
0.022MMD
5
circles
20.546NLL
5
Circles
98ARI
4
Circles Synthetic
129.55SSE
3
Circles dependence model
99.5Power
2
circles
0.161JS Divergence (1)
2