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 RandCuts141
7 segments
ShapeDiam141
9 segments
NormCuts141
5 segments
CoreExtra141
6 segments
RandWalks141
5 segments
FitPrim141
5 segments
KMeans141
5 segments
142 RandCuts142
10 segments
ShapeDiam142
11 segments
NormCuts142
9 segments
CoreExtra142
7 segments
RandWalks142
9 segments
FitPrim142
9 segments
KMeans142
9 segments
143 RandCuts143
5 segments
ShapeDiam143
3 segments
NormCuts143
5 segments
CoreExtra143
5 segments
RandWalks143
5 segments
FitPrim143
5 segments
KMeans143
5 segments
144 RandCuts144
5 segments
ShapeDiam144
5 segments
NormCuts144
5 segments
CoreExtra144
12 segments
RandWalks144
5 segments
FitPrim144
5 segments
KMeans144
5 segments
145 RandCuts145
5 segments
ShapeDiam145
7 segments
NormCuts145
5 segments
CoreExtra145
6 segments
RandWalks145
5 segments
FitPrim145
5 segments
KMeans145
5 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
146 RandCuts146
5 segments
ShapeDiam146
11 segments
NormCuts146
5 segments
CoreExtra146
7 segments
RandWalks146
5 segments
FitPrim146
5 segments
KMeans146
5 segments
147 RandCuts147
5 segments
ShapeDiam147
5 segments
NormCuts147
5 segments
CoreExtra147
5 segments
RandWalks147
5 segments
FitPrim147
5 segments
KMeans147
5 segments
148 RandCuts148
10 segments
ShapeDiam148
23 segments
NormCuts148
9 segments
CoreExtra148
16 segments
RandWalks148
9 segments
FitPrim148
9 segments
KMeans148
9 segments
149 RandCuts149
9 segments
ShapeDiam149
3 segments
NormCuts149
5 segments
CoreExtra149
10 segments
RandWalks149
5 segments
FitPrim149
5 segments
KMeans149
5 segments
150 RandCuts150
4 segments
ShapeDiam150
7 segments
NormCuts150
4 segments
NA RandWalks150
4 segments
FitPrim150
4 segments
KMeans150
4 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
151 RandCuts151
5 segments
ShapeDiam151
6 segments
NormCuts151
5 segments
CoreExtra151
9 segments
RandWalks151
5 segments
FitPrim151
5 segments
KMeans151
5 segments
152 RandCuts152
5 segments
ShapeDiam152
8 segments
NormCuts152
5 segments
NA RandWalks152
5 segments
FitPrim152
5 segments
KMeans152
5 segments
153 RandCuts153
5 segments
ShapeDiam153
5 segments
NormCuts153
5 segments
CoreExtra153
6 segments
RandWalks153
5 segments
FitPrim153
5 segments
KMeans153
5 segments
154 RandCuts154
5 segments
ShapeDiam154
7 segments
NormCuts154
5 segments
CoreExtra154
5 segments
RandWalks154
5 segments
FitPrim154
5 segments
KMeans154
5 segments
155 RandCuts155
11 segments
ShapeDiam155
5 segments
NormCuts155
5 segments
NA RandWalks155
5 segments
FitPrim155
5 segments
KMeans155
5 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
156 RandCuts156
4 segments
ShapeDiam156
9 segments
NormCuts156
5 segments
CoreExtra156
3 segments
RandWalks156
5 segments
FitPrim156
5 segments
KMeans156
5 segments
157 RandCuts157
5 segments
ShapeDiam157
7 segments
NormCuts157
5 segments
CoreExtra157
10 segments
RandWalks157
5 segments
FitPrim157
5 segments
KMeans157
5 segments
158 RandCuts158
5 segments
ShapeDiam158
15 segments
NormCuts158
5 segments
CoreExtra158
5 segments
RandWalks158
5 segments
FitPrim158
5 segments
KMeans158
5 segments
159 RandCuts159
7 segments
ShapeDiam159
5 segments
NormCuts159
5 segments
CoreExtra159
2 segments
RandWalks159
5 segments
FitPrim159
5 segments
KMeans159
5 segments
160 RandCuts160
5 segments
ShapeDiam160
9 segments
NormCuts160
5 segments
CoreExtra160
6 segments
RandWalks160
5 segments
FitPrim160
5 segments
KMeans160
5 segments