Results from seven algorithms side by side - Category Mech

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
321 RandCuts321
2 segments
ShapeDiam321
2 segments
NormCuts321
2 segments
NA RandWalks321
2 segments
FitPrim321
2 segments
KMeans321
2 segments
322 RandCuts322
2 segments
ShapeDiam322
3 segments
NormCuts322
2 segments
NA RandWalks322
2 segments
FitPrim322
2 segments
KMeans322
2 segments
323 RandCuts323
2 segments
ShapeDiam323
2 segments
NormCuts323
2 segments
NA RandWalks323
2 segments
FitPrim323
2 segments
KMeans323
2 segments
324 RandCuts324
3 segments
ShapeDiam324
10 segments
NormCuts324
3 segments
CoreExtra324
1 segments
RandWalks324
3 segments
FitPrim324
3 segments
KMeans324
3 segments
325 RandCuts325
2 segments
ShapeDiam325
10 segments
NormCuts325
2 segments
CoreExtra325
6 segments
RandWalks325
2 segments
FitPrim325
2 segments
KMeans325
2 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
326 RandCuts326
2 segments
ShapeDiam326
7 segments
NormCuts326
2 segments
CoreExtra326
4 segments
RandWalks326
2 segments
FitPrim326
2 segments
KMeans326
2 segments
327 RandCuts327
2 segments
ShapeDiam327
3 segments
NormCuts327
2 segments
CoreExtra327
1 segments
RandWalks327
2 segments
FitPrim327
2 segments
KMeans327
2 segments
328 RandCuts328
3 segments
ShapeDiam328
3 segments
NormCuts328
3 segments
CoreExtra328
4 segments
RandWalks328
3 segments
FitPrim328
3 segments
KMeans328
3 segments
329 RandCuts329
8 segments
ShapeDiam329
2 segments
NormCuts329
3 segments
CoreExtra329
23 segments
RandWalks329
3 segments
FitPrim329
3 segments
KMeans329
3 segments
330 RandCuts330
2 segments
ShapeDiam330
3 segments
NormCuts330
3 segments
CoreExtra330
2 segments
RandWalks330
5 segments
FitPrim330
3 segments
KMeans330
3 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
331 RandCuts331
3 segments
ShapeDiam331
8 segments
NormCuts331
3 segments
NA RandWalks331
3 segments
FitPrim331
3 segments
KMeans331
3 segments
332 RandCuts332
2 segments
ShapeDiam332
2 segments
NormCuts332
2 segments
CoreExtra332
2 segments
RandWalks332
2 segments
FitPrim332
2 segments
KMeans332
2 segments
333 RandCuts333
3 segments
ShapeDiam333
6 segments
NormCuts333
3 segments
CoreExtra333
1 segments
RandWalks333
3 segments
FitPrim333
3 segments
KMeans333
3 segments
334 RandCuts334
8 segments
ShapeDiam334
12 segments
NormCuts334
3 segments
CoreExtra334
3 segments
RandWalks334
3 segments
FitPrim334
3 segments
KMeans334
3 segments
335 RandCuts335
2 segments
ShapeDiam335
3 segments
NormCuts335
2 segments
CoreExtra335
2 segments
RandWalks335
2 segments
FitPrim335
2 segments
KMeans335
2 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
336 RandCuts336
2 segments
ShapeDiam336
3 segments
NormCuts336
2 segments
CoreExtra336
1 segments
RandWalks336
2 segments
FitPrim336
2 segments
KMeans336
2 segments
337 RandCuts337
2 segments
ShapeDiam337
5 segments
NormCuts337
2 segments
CoreExtra337
3 segments
RandWalks337
2 segments
FitPrim337
2 segments
KMeans337
2 segments
338 RandCuts338
2 segments
ShapeDiam338
8 segments
NormCuts338
2 segments
CoreExtra338
8 segments
RandWalks338
2 segments
FitPrim338
2 segments
KMeans338
2 segments
339 RandCuts339
3 segments
ShapeDiam339
7 segments
NormCuts339
3 segments
NA RandWalks339
3 segments
FitPrim339
3 segments
KMeans339
3 segments
340 RandCuts340
3 segments
ShapeDiam340
5 segments
NormCuts340
3 segments
NA RandWalks340
3 segments
FitPrim340
3 segments
KMeans340
3 segments