Colored Images - Seven Algorithms Side by Side

Results from seven algorithms side by side - Category Human

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
1	15 segments	10 segments	15 segments	7 segments	15 segments	15 segments	15 segments
2	12 segments	11 segments	12 segments	6 segments	12 segments	12 segments	12 segments
3	6 segments	16 segments	6 segments	NA	6 segments	6 segments	6 segments
4	15 segments	18 segments	15 segments	NA	15 segments	15 segments	15 segments
5	7 segments	15 segments	7 segments	NA	7 segments	7 segments	7 segments
	Rand Cuts	Shape Diam	Norm Cuts	Core Extra	Rand Walks	Fit Prim	KMeans
6	13 segments	13 segments	13 segments	7 segments	11 segments	13 segments	13 segments
7	6 segments	11 segments	6 segments	NA	6 segments	6 segments	6 segments
8	16 segments	13 segments	16 segments	6 segments	16 segments	16 segments	16 segments
9	16 segments	8 segments	16 segments	6 segments	16 segments	16 segments	16 segments
10	14 segments	15 segments	13 segments	6 segments	13 segments	13 segments	13 segments
	Rand Cuts	Shape Diam	Norm Cuts	Core Extra	Rand Walks	Fit Prim	KMeans
11	7 segments	11 segments	7 segments	10 segments	7 segments	7 segments	7 segments
12	7 segments	7 segments	7 segments	6 segments	7 segments	7 segments	7 segments
13	6 segments	12 segments	6 segments	6 segments	6 segments	6 segments	6 segments
14	6 segments	16 segments	6 segments	NA	6 segments	6 segments	6 segments
15	6 segments	13 segments	6 segments	NA	5 segments	6 segments	6 segments
	Rand Cuts	Shape Diam	Norm Cuts	Core Extra	Rand Walks	Fit Prim	KMeans
16	6 segments	20 segments	6 segments	4 segments	6 segments	6 segments	6 segments
17	6 segments	19 segments	6 segments	4 segments	6 segments	6 segments	6 segments
18	6 segments	19 segments	6 segments	4 segments	6 segments	6 segments	6 segments
19	16 segments	18 segments	16 segments	4 segments	16 segments	16 segments	16 segments
20	6 segments	22 segments	6 segments	6 segments	6 segments	6 segments	6 segments