Results from seven algorithms side by side - Category Plier

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
201 RandCuts201
5 segments
ShapeDiam201
5 segments
NormCuts201
5 segments
CoreExtra201
5 segments
RandWalks201
5 segments
FitPrim201
5 segments
KMeans201
5 segments
202 RandCuts202
5 segments
ShapeDiam202
2 segments
NormCuts202
5 segments
CoreExtra202
5 segments
RandWalks202
5 segments
FitPrim202
5 segments
KMeans202
5 segments
203 RandCuts203
5 segments
ShapeDiam203
6 segments
NormCuts203
5 segments
CoreExtra203
5 segments
RandWalks203
5 segments
FitPrim203
5 segments
KMeans203
5 segments
204 RandCuts204
5 segments
ShapeDiam204
5 segments
NormCuts204
5 segments
CoreExtra204
5 segments
RandWalks204
4 segments
FitPrim204
5 segments
KMeans204
5 segments
205 RandCuts205
5 segments
ShapeDiam205
6 segments
NormCuts205
5 segments
CoreExtra205
5 segments
RandWalks205
5 segments
FitPrim205
5 segments
KMeans205
5 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
206 RandCuts206
5 segments
ShapeDiam206
8 segments
NormCuts206
5 segments
CoreExtra206
5 segments
RandWalks206
5 segments
FitPrim206
5 segments
KMeans206
5 segments
207 RandCuts207
5 segments
ShapeDiam207
8 segments
NormCuts207
5 segments
CoreExtra207
5 segments
RandWalks207
5 segments
FitPrim207
5 segments
KMeans207
5 segments
208 RandCuts208
5 segments
ShapeDiam208
8 segments
NormCuts208
5 segments
CoreExtra208
5 segments
RandWalks208
4 segments
FitPrim208
5 segments
KMeans208
5 segments
209 RandCuts209
5 segments
ShapeDiam209
9 segments
NormCuts209
5 segments
CoreExtra209
5 segments
RandWalks209
4 segments
FitPrim209
5 segments
KMeans209
5 segments
210 RandCuts210
5 segments
ShapeDiam210
8 segments
NormCuts210
5 segments
CoreExtra210
5 segments
RandWalks210
5 segments
FitPrim210
5 segments
KMeans210
5 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
211 RandCuts211
5 segments
ShapeDiam211
4 segments
NormCuts211
5 segments
CoreExtra211
5 segments
RandWalks211
5 segments
FitPrim211
5 segments
KMeans211
5 segments
212 RandCuts212
5 segments
ShapeDiam212
5 segments
NormCuts212
5 segments
CoreExtra212
5 segments
RandWalks212
5 segments
FitPrim212
5 segments
KMeans212
5 segments
213 RandCuts213
5 segments
ShapeDiam213
3 segments
NormCuts213
5 segments
CoreExtra213
5 segments
RandWalks213
5 segments
FitPrim213
5 segments
KMeans213
5 segments
214 RandCuts214
5 segments
ShapeDiam214
5 segments
NormCuts214
5 segments
CoreExtra214
5 segments
RandWalks214
5 segments
FitPrim214
5 segments
KMeans214
5 segments
215 RandCuts215
5 segments
ShapeDiam215
7 segments
NormCuts215
5 segments
CoreExtra215
5 segments
RandWalks215
5 segments
FitPrim215
5 segments
KMeans215
5 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
216 RandCuts216
5 segments
ShapeDiam216
5 segments
NormCuts216
5 segments
CoreExtra216
5 segments
RandWalks216
5 segments
FitPrim216
5 segments
KMeans216
5 segments
217 RandCuts217
5 segments
ShapeDiam217
6 segments
NormCuts217
5 segments
CoreExtra217
5 segments
RandWalks217
5 segments
FitPrim217
5 segments
KMeans217
5 segments
218 RandCuts218
5 segments
ShapeDiam218
8 segments
NormCuts218
5 segments
CoreExtra218
5 segments
RandWalks218
5 segments
FitPrim218
5 segments
KMeans218
5 segments
219 RandCuts219
5 segments
ShapeDiam219
4 segments
NormCuts219
5 segments
CoreExtra219
5 segments
RandWalks219
4 segments
FitPrim219
5 segments
KMeans219
5 segments
220 RandCuts220
5 segments
ShapeDiam220
3 segments
NormCuts220
5 segments
CoreExtra220
5 segments
RandWalks220
4 segments
FitPrim220
5 segments
KMeans220
5 segments