Results from seven algorithms side by side - Category Octopus

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
121 RandCuts121
9 segments
ShapeDiam121
11 segments
NormCuts121
9 segments
NA RandWalks121
9 segments
FitPrim121
9 segments
KMeans121
9 segments
122 RandCuts122
9 segments
ShapeDiam122
10 segments
NormCuts122
9 segments
CoreExtra122
9 segments
RandWalks122
9 segments
FitPrim122
9 segments
KMeans122
9 segments
123 RandCuts123
9 segments
ShapeDiam123
10 segments
NormCuts123
9 segments
CoreExtra123
9 segments
RandWalks123
9 segments
FitPrim123
9 segments
KMeans123
9 segments
124 RandCuts124
9 segments
ShapeDiam124
9 segments
NormCuts124
9 segments
CoreExtra124
9 segments
RandWalks124
9 segments
FitPrim124
9 segments
KMeans124
9 segments
125 RandCuts125
5 segments
ShapeDiam125
5 segments
NormCuts125
5 segments
NA RandWalks125
5 segments
FitPrim125
5 segments
KMeans125
5 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
126 RandCuts126
9 segments
ShapeDiam126
10 segments
NormCuts126
9 segments
CoreExtra126
10 segments
RandWalks126
9 segments
FitPrim126
9 segments
KMeans126
9 segments
127 RandCuts127
9 segments
ShapeDiam127
12 segments
NormCuts127
9 segments
CoreExtra127
10 segments
RandWalks127
9 segments
FitPrim127
9 segments
KMeans127
9 segments
128 RandCuts128
9 segments
ShapeDiam128
9 segments
NormCuts128
9 segments
CoreExtra128
9 segments
RandWalks128
9 segments
FitPrim128
9 segments
KMeans128
9 segments
129 RandCuts129
9 segments
ShapeDiam129
15 segments
NormCuts129
9 segments
CoreExtra129
11 segments
RandWalks129
9 segments
FitPrim129
9 segments
KMeans129
9 segments
130 RandCuts130
9 segments
ShapeDiam130
13 segments
NormCuts130
9 segments
CoreExtra130
9 segments
RandWalks130
9 segments
FitPrim130
9 segments
KMeans130
9 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
131 RandCuts131
9 segments
ShapeDiam131
11 segments
NormCuts131
9 segments
CoreExtra131
10 segments
RandWalks131
9 segments
FitPrim131
9 segments
KMeans131
9 segments
132 RandCuts132
9 segments
ShapeDiam132
11 segments
NormCuts132
9 segments
CoreExtra132
10 segments
RandWalks132
9 segments
FitPrim132
9 segments
KMeans132
9 segments
133 RandCuts133
9 segments
ShapeDiam133
13 segments
NormCuts133
9 segments
CoreExtra133
10 segments
RandWalks133
9 segments
FitPrim133
9 segments
KMeans133
9 segments
134 RandCuts134
9 segments
ShapeDiam134
9 segments
NormCuts134
9 segments
CoreExtra134
9 segments
RandWalks134
9 segments
FitPrim134
9 segments
KMeans134
9 segments
135 RandCuts135
9 segments
ShapeDiam135
11 segments
NormCuts135
9 segments
CoreExtra135
9 segments
RandWalks135
9 segments
FitPrim135
9 segments
KMeans135
9 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
136 RandCuts136
9 segments
ShapeDiam136
14 segments
NormCuts136
9 segments
CoreExtra136
9 segments
RandWalks136
9 segments
FitPrim136
9 segments
KMeans136
9 segments
137 RandCuts137
9 segments
ShapeDiam137
9 segments
NormCuts137
9 segments
CoreExtra137
9 segments
RandWalks137
9 segments
FitPrim137
9 segments
KMeans137
9 segments
138 RandCuts138
9 segments
ShapeDiam138
9 segments
NormCuts138
9 segments
CoreExtra138
9 segments
RandWalks138
9 segments
FitPrim138
9 segments
KMeans138
9 segments
139 RandCuts139
9 segments
ShapeDiam139
9 segments
NormCuts139
9 segments
CoreExtra139
9 segments
RandWalks139
9 segments
FitPrim139
9 segments
KMeans139
9 segments
140 RandCuts140
9 segments
ShapeDiam140
9 segments
NormCuts140
9 segments
CoreExtra140
9 segments
RandWalks140
9 segments
FitPrim140
9 segments
KMeans140
9 segments