Results from seven algorithms side by side - Category Glasses
Results from seven algorithms are listed below. For "Norm Cuts", "Rand Cuts", "Rand Walks", "Fit Prim" and "KMeans", we set the input numSegment to the mode number of segments by human for each model observed from the benchmark. "Shape Diam" and "Core Extra" predict numSegment automatically. If an algorithm fails in one model, "NA" will appear instead of the colored image. You can click each image to view a larger image.
|
Rand Cuts |
Shape Diam |
Norm Cuts |
Core Extra |
Rand Walks |
Fit Prim |
KMeans |
41 |
4 segments |
15 segments |
4 segments |
4 segments |
4 segments |
4 segments |
4 segments |
42 |
5 segments |
6 segments |
5 segments |
3 segments |
5 segments |
5 segments |
5 segments |
43 |
4 segments |
8 segments |
4 segments |
NA |
4 segments |
4 segments |
4 segments |
44 |
4 segments |
14 segments |
4 segments |
3 segments |
4 segments |
4 segments |
4 segments |
45 |
6 segments |
5 segments |
5 segments |
3 segments |
5 segments |
5 segments |
5 segments |
|
Rand Cuts |
Shape Diam |
Norm Cuts |
Core Extra |
Rand Walks |
Fit Prim |
KMeans |
46 |
4 segments |
4 segments |
4 segments |
2 segments |
4 segments |
4 segments |
4 segments |
47 |
4 segments |
8 segments |
4 segments |
3 segments |
4 segments |
4 segments |
4 segments |
48 |
4 segments |
10 segments |
4 segments |
2 segments |
4 segments |
4 segments |
4 segments |
49 |
4 segments |
9 segments |
4 segments |
2 segments |
4 segments |
4 segments |
4 segments |
50 |
4 segments |
13 segments |
4 segments |
5 segments |
4 segments |
4 segments |
4 segments |
|
Rand Cuts |
Shape Diam |
Norm Cuts |
Core Extra |
Rand Walks |
Fit Prim |
KMeans |
51 |
3 segments |
5 segments |
3 segments |
7 segments |
3 segments |
3 segments |
3 segments |
52 |
4 segments |
4 segments |
4 segments |
3 segments |
4 segments |
4 segments |
4 segments |
53 |
4 segments |
4 segments |
4 segments |
3 segments |
4 segments |
4 segments |
4 segments |
54 |
4 segments |
14 segments |
4 segments |
4 segments |
4 segments |
4 segments |
4 segments |
55 |
4 segments |
6 segments |
4 segments |
NA |
4 segments |
4 segments |
4 segments |
|
Rand Cuts |
Shape Diam |
Norm Cuts |
Core Extra |
Rand Walks |
Fit Prim |
KMeans |
56 |
4 segments |
5 segments |
4 segments |
2 segments |
4 segments |
4 segments |
4 segments |
57 |
4 segments |
12 segments |
4 segments |
6 segments |
4 segments |
4 segments |
4 segments |
58 |
4 segments |
6 segments |
4 segments |
3 segments |
4 segments |
4 segments |
4 segments |
59 |
4 segments |
3 segments |
4 segments |
3 segments |
4 segments |
4 segments |
4 segments |
60 |
4 segments |
4 segments |
4 segments |
4 segments |
4 segments |
4 segments |
4 segments |