Results from seven algorithms side by side - Category Cup

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
21 RandCuts21
2 segments
ShapeDiam21
7 segments
NormCuts21
2 segments
CoreExtra21
6 segments
RandWalks21
2 segments
FitPrim21
2 segments
KMeans21
2 segments
22 RandCuts22
2 segments
ShapeDiam22
6 segments
NormCuts22
2 segments
CoreExtra22
2 segments
RandWalks22
2 segments
FitPrim22
2 segments
KMeans22
2 segments
23 RandCuts23
2 segments
ShapeDiam23
7 segments
NormCuts23
2 segments
CoreExtra23
3 segments
RandWalks23
2 segments
FitPrim23
2 segments
KMeans23
2 segments
24 RandCuts24
2 segments
ShapeDiam24
5 segments
NormCuts24
2 segments
CoreExtra24
2 segments
RandWalks24
2 segments
FitPrim24
2 segments
KMeans24
2 segments
25 RandCuts25
2 segments
ShapeDiam25
4 segments
NormCuts25
2 segments
CoreExtra25
3 segments
RandWalks25
2 segments
FitPrim25
2 segments
KMeans25
2 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
26 RandCuts26
2 segments
ShapeDiam26
2 segments
NormCuts26
2 segments
CoreExtra26
3 segments
RandWalks26
2 segments
FitPrim26
2 segments
KMeans26
2 segments
27 RandCuts27
2 segments
ShapeDiam27
6 segments
NormCuts27
2 segments
CoreExtra27
4 segments
RandWalks27
2 segments
FitPrim27
2 segments
KMeans27
2 segments
28 RandCuts28
2 segments
ShapeDiam28
7 segments
NormCuts28
2 segments
CoreExtra28
5 segments
RandWalks28
2 segments
FitPrim28
2 segments
KMeans28
2 segments
29 RandCuts29
2 segments
ShapeDiam29
2 segments
NormCuts29
2 segments
CoreExtra29
7 segments
RandWalks29
2 segments
FitPrim29
2 segments
KMeans29
2 segments
30 RandCuts30
4 segments
ShapeDiam30
6 segments
NormCuts30
4 segments
CoreExtra30
4 segments
RandWalks30
5 segments
FitPrim30
4 segments
KMeans30
4 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
31 RandCuts31
2 segments
ShapeDiam31
5 segments
NormCuts31
2 segments
CoreExtra31
8 segments
RandWalks31
2 segments
FitPrim31
2 segments
KMeans31
2 segments
32 RandCuts32
2 segments
ShapeDiam32
5 segments
NormCuts32
2 segments
CoreExtra32
4 segments
RandWalks32
2 segments
FitPrim32
2 segments
KMeans32
2 segments
33 RandCuts33
2 segments
ShapeDiam33
8 segments
NormCuts33
2 segments
CoreExtra33
3 segments
RandWalks33
2 segments
FitPrim33
2 segments
KMeans33
2 segments
34 RandCuts34
2 segments
ShapeDiam34
8 segments
NormCuts34
2 segments
CoreExtra34
8 segments
RandWalks34
2 segments
FitPrim34
2 segments
KMeans34
2 segments
35 RandCuts35
3 segments
ShapeDiam35
6 segments
NormCuts35
3 segments
CoreExtra35
3 segments
RandWalks35
3 segments
FitPrim35
3 segments
KMeans35
3 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
36 RandCuts36
2 segments
ShapeDiam36
8 segments
NormCuts36
2 segments
CoreExtra36
2 segments
RandWalks36
2 segments
FitPrim36
2 segments
KMeans36
2 segments
37 RandCuts37
4 segments
ShapeDiam37
6 segments
NormCuts37
4 segments
CoreExtra37
7 segments
RandWalks37
4 segments
FitPrim37
4 segments
KMeans37
4 segments
38 RandCuts38
2 segments
ShapeDiam38
8 segments
NormCuts38
2 segments
CoreExtra38
4 segments
RandWalks38
2 segments
FitPrim38
2 segments
KMeans38
2 segments
39 RandCuts39
2 segments
ShapeDiam39
8 segments
NormCuts39
2 segments
CoreExtra39
4 segments
RandWalks39
2 segments
FitPrim39
2 segments
KMeans39
2 segments
40 RandCuts40
2 segments
ShapeDiam40
3 segments
NormCuts40
2 segments
CoreExtra40
3 segments
RandWalks40
2 segments
FitPrim40
2 segments
KMeans40
2 segments