Results from seven algorithms side by side  Category Table
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 
141 
7 segments 
9 segments 
5 segments 
6 segments 
5 segments 
5 segments 
5 segments 
142 
10 segments 
11 segments 
9 segments 
7 segments 
9 segments 
9 segments 
9 segments 
143 
5 segments 
3 segments 
5 segments 
5 segments 
5 segments 
5 segments 
5 segments 
144 
5 segments 
5 segments 
5 segments 
12 segments 
5 segments 
5 segments 
5 segments 
145 
5 segments 
7 segments 
5 segments 
6 segments 
5 segments 
5 segments 
5 segments 

Rand Cuts 
Shape Diam 
Norm Cuts 
Core Extra 
Rand Walks 
Fit Prim 
KMeans 
146 
5 segments 
11 segments 
5 segments 
7 segments 
5 segments 
5 segments 
5 segments 
147 
5 segments 
5 segments 
5 segments 
5 segments 
5 segments 
5 segments 
5 segments 
148 
10 segments 
23 segments 
9 segments 
16 segments 
9 segments 
9 segments 
9 segments 
149 
9 segments 
3 segments 
5 segments 
10 segments 
5 segments 
5 segments 
5 segments 
150 
4 segments 
7 segments 
4 segments 
NA 
4 segments 
4 segments 
4 segments 

Rand Cuts 
Shape Diam 
Norm Cuts 
Core Extra 
Rand Walks 
Fit Prim 
KMeans 
151 
5 segments 
6 segments 
5 segments 
9 segments 
5 segments 
5 segments 
5 segments 
152 
5 segments 
8 segments 
5 segments 
NA 
5 segments 
5 segments 
5 segments 
153 
5 segments 
5 segments 
5 segments 
6 segments 
5 segments 
5 segments 
5 segments 
154 
5 segments 
7 segments 
5 segments 
5 segments 
5 segments 
5 segments 
5 segments 
155 
11 segments 
5 segments 
5 segments 
NA 
5 segments 
5 segments 
5 segments 

Rand Cuts 
Shape Diam 
Norm Cuts 
Core Extra 
Rand Walks 
Fit Prim 
KMeans 
156 
4 segments 
9 segments 
5 segments 
3 segments 
5 segments 
5 segments 
5 segments 
157 
5 segments 
7 segments 
5 segments 
10 segments 
5 segments 
5 segments 
5 segments 
158 
5 segments 
15 segments 
5 segments 
5 segments 
5 segments 
5 segments 
5 segments 
159 
7 segments 
5 segments 
5 segments 
2 segments 
5 segments 
5 segments 
5 segments 
160 
5 segments 
9 segments 
5 segments 
6 segments 
5 segments 
5 segments 
5 segments 