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 RandCuts41
4 segments
ShapeDiam41
15 segments
NormCuts41
4 segments
CoreExtra41
4 segments
RandWalks41
4 segments
FitPrim41
4 segments
KMeans41
4 segments
42 RandCuts42
5 segments
ShapeDiam42
6 segments
NormCuts42
5 segments
CoreExtra42
3 segments
RandWalks42
5 segments
FitPrim42
5 segments
KMeans42
5 segments
43 RandCuts43
4 segments
ShapeDiam43
8 segments
NormCuts43
4 segments
NA RandWalks43
4 segments
FitPrim43
4 segments
KMeans43
4 segments
44 RandCuts44
4 segments
ShapeDiam44
14 segments
NormCuts44
4 segments
CoreExtra44
3 segments
RandWalks44
4 segments
FitPrim44
4 segments
KMeans44
4 segments
45 RandCuts45
6 segments
ShapeDiam45
5 segments
NormCuts45
5 segments
CoreExtra45
3 segments
RandWalks45
5 segments
FitPrim45
5 segments
KMeans45
5 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
46 RandCuts46
4 segments
ShapeDiam46
4 segments
NormCuts46
4 segments
CoreExtra46
2 segments
RandWalks46
4 segments
FitPrim46
4 segments
KMeans46
4 segments
47 RandCuts47
4 segments
ShapeDiam47
8 segments
NormCuts47
4 segments
CoreExtra47
3 segments
RandWalks47
4 segments
FitPrim47
4 segments
KMeans47
4 segments
48 RandCuts48
4 segments
ShapeDiam48
10 segments
NormCuts48
4 segments
CoreExtra48
2 segments
RandWalks48
4 segments
FitPrim48
4 segments
KMeans48
4 segments
49 RandCuts49
4 segments
ShapeDiam49
9 segments
NormCuts49
4 segments
CoreExtra49
2 segments
RandWalks49
4 segments
FitPrim49
4 segments
KMeans49
4 segments
50 RandCuts50
4 segments
ShapeDiam50
13 segments
NormCuts50
4 segments
CoreExtra50
5 segments
RandWalks50
4 segments
FitPrim50
4 segments
KMeans50
4 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
51 RandCuts51
3 segments
ShapeDiam51
5 segments
NormCuts51
3 segments
CoreExtra51
7 segments
RandWalks51
3 segments
FitPrim51
3 segments
KMeans51
3 segments
52 RandCuts52
4 segments
ShapeDiam52
4 segments
NormCuts52
4 segments
CoreExtra52
3 segments
RandWalks52
4 segments
FitPrim52
4 segments
KMeans52
4 segments
53 RandCuts53
4 segments
ShapeDiam53
4 segments
NormCuts53
4 segments
CoreExtra53
3 segments
RandWalks53
4 segments
FitPrim53
4 segments
KMeans53
4 segments
54 RandCuts54
4 segments
ShapeDiam54
14 segments
NormCuts54
4 segments
CoreExtra54
4 segments
RandWalks54
4 segments
FitPrim54
4 segments
KMeans54
4 segments
55 RandCuts55
4 segments
ShapeDiam55
6 segments
NormCuts55
4 segments
NA RandWalks55
4 segments
FitPrim55
4 segments
KMeans55
4 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
56 RandCuts56
4 segments
ShapeDiam56
5 segments
NormCuts56
4 segments
CoreExtra56
2 segments
RandWalks56
4 segments
FitPrim56
4 segments
KMeans56
4 segments
57 RandCuts57
4 segments
ShapeDiam57
12 segments
NormCuts57
4 segments
CoreExtra57
6 segments
RandWalks57
4 segments
FitPrim57
4 segments
KMeans57
4 segments
58 RandCuts58
4 segments
ShapeDiam58
6 segments
NormCuts58
4 segments
CoreExtra58
3 segments
RandWalks58
4 segments
FitPrim58
4 segments
KMeans58
4 segments
59 RandCuts59
4 segments
ShapeDiam59
3 segments
NormCuts59
4 segments
CoreExtra59
3 segments
RandWalks59
4 segments
FitPrim59
4 segments
KMeans59
4 segments
60 RandCuts60
4 segments
ShapeDiam60
4 segments
NormCuts60
4 segments
CoreExtra60
4 segments
RandWalks60
4 segments
FitPrim60
4 segments
KMeans60
4 segments