Results from seven algorithms side by side  Category Bust
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 
301 
8 segments 
9 segments 
8 segments 
2 segments 
9 segments 
8 segments 
8 segments 
302 
3 segments 
25 segments 
1 segments 
9 segments 
3 segments 
3 segments 
2 segments 
303 
6 segments 
10 segments 
6 segments 
5 segments 
6 segments 
6 segments 
6 segments 
304 
3 segments 
16 segments 
3 segments 
4 segments 
3 segments 
3 segments 
3 segments 
305 
5 segments 
9 segments 
5 segments 
2 segments 
5 segments 
5 segments 
5 segments 

Rand Cuts 
Shape Diam 
Norm Cuts 
Core Extra 
Rand Walks 
Fit Prim 
KMeans 
306 
6 segments 
6 segments 
6 segments 
3 segments 
6 segments 
6 segments 
6 segments 
307 
3 segments 
9 segments 
3 segments 
4 segments 
3 segments 
3 segments 
3 segments 
308 
7 segments 
9 segments 
7 segments 
2 segments 
7 segments 
7 segments 
7 segments 
309 
9 segments 
10 segments 
9 segments 
5 segments 
12 segments 
9 segments 
9 segments 
310 
8 segments 
5 segments 
8 segments 
2 segments 
8 segments 
8 segments 
8 segments 

Rand Cuts 
Shape Diam 
Norm Cuts 
Core Extra 
Rand Walks 
Fit Prim 
KMeans 
311 
10 segments 
7 segments 
10 segments 
3 segments 
11 segments 
10 segments 
10 segments 
312 
7 segments 
23 segments 
7 segments 
3 segments 
7 segments 
7 segments 
7 segments 
313 
5 segments 
7 segments 
5 segments 
2 segments 
5 segments 
5 segments 
5 segments 
314 
9 segments 
18 segments 
9 segments 
4 segments 
10 segments 
9 segments 
9 segments 
315 
9 segments 
12 segments 
9 segments 
5 segments 
9 segments 
9 segments 
9 segments 

Rand Cuts 
Shape Diam 
Norm Cuts 
Core Extra 
Rand Walks 
Fit Prim 
KMeans 
316 
8 segments 
9 segments 
8 segments 
6 segments 
8 segments 
8 segments 
8 segments 
317 
8 segments 
7 segments 
8 segments 
6 segments 
8 segments 
8 segments 
8 segments 
318 
9 segments 
14 segments 
9 segments 
5 segments 
9 segments 
9 segments 
9 segments 
319 
2 segments 
6 segments 
2 segments 
3 segments 
2 segments 
2 segments 
2 segments 
320 
2 segments 
14 segments 
2 segments 
9 segments 
2 segments 
2 segments 
2 segments 