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 