Results from seven algorithms side by side - Category Bearing

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
341 RandCuts341
5 segments
ShapeDiam341
5 segments
NormCuts341
5 segments
CoreExtra341
2 segments
RandWalks341
5 segments
FitPrim341
5 segments
KMeans341
5 segments
342 RandCuts342
6 segments
ShapeDiam342
4 segments
NormCuts342
6 segments
CoreExtra342
2 segments
RandWalks342
6 segments
FitPrim342
6 segments
KMeans342
6 segments
343 RandCuts343
4 segments
ShapeDiam343
5 segments
NormCuts343
4 segments
CoreExtra343
3 segments
RandWalks343
4 segments
FitPrim343
4 segments
KMeans343
4 segments
344 RandCuts344
3 segments
ShapeDiam344
4 segments
NormCuts344
3 segments
CoreExtra344
4 segments
RandWalks344
3 segments
FitPrim344
3 segments
KMeans344
3 segments
345 RandCuts345
3 segments
ShapeDiam345
3 segments
NormCuts345
3 segments
CoreExtra345
2 segments
RandWalks345
3 segments
FitPrim345
3 segments
KMeans345
3 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
346 RandCuts346
3 segments
ShapeDiam346
5 segments
NormCuts346
3 segments
CoreExtra346
2 segments
RandWalks346
3 segments
FitPrim346
3 segments
KMeans346
3 segments
347 RandCuts347
2 segments
ShapeDiam347
2 segments
NormCuts347
2 segments
CoreExtra347
3 segments
RandWalks347
2 segments
FitPrim347
2 segments
KMeans347
2 segments
348 RandCuts348
3 segments
ShapeDiam348
2 segments
NormCuts348
3 segments
CoreExtra348
1 segments
RandWalks348
3 segments
FitPrim348
3 segments
KMeans348
3 segments
349 RandCuts349
3 segments
ShapeDiam349
2 segments
NormCuts349
3 segments
CoreExtra349
2 segments
RandWalks349
3 segments
FitPrim349
3 segments
KMeans349
3 segments
350 RandCuts350
4 segments
ShapeDiam350
3 segments
NormCuts350
3 segments
CoreExtra350
3 segments
RandWalks350
3 segments
FitPrim350
3 segments
KMeans350
3 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
351 RandCuts351
4 segments
ShapeDiam351
4 segments
NormCuts351
3 segments
CoreExtra351
1 segments
RandWalks351
3 segments
FitPrim351
3 segments
KMeans351
3 segments
352 RandCuts352
3 segments
ShapeDiam352
5 segments
NormCuts352
3 segments
CoreExtra352
1 segments
RandWalks352
3 segments
FitPrim352
3 segments
KMeans352
3 segments
353 RandCuts353
4 segments
ShapeDiam353
4 segments
NormCuts353
4 segments
NA RandWalks353
4 segments
FitPrim353
4 segments
KMeans353
4 segments
354 RandCuts354
3 segments
ShapeDiam354
5 segments
NormCuts354
3 segments
CoreExtra354
3 segments
RandWalks354
3 segments
FitPrim354
3 segments
KMeans354
3 segments
355 RandCuts355
3 segments
ShapeDiam355
3 segments
NormCuts355
3 segments
CoreExtra355
3 segments
RandWalks355
3 segments
FitPrim355
3 segments
KMeans355
3 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
356 RandCuts356
3 segments
ShapeDiam356
3 segments
NormCuts356
3 segments
CoreExtra356
3 segments
RandWalks356
3 segments
FitPrim356
3 segments
KMeans356
3 segments
357 RandCuts357
19 segments
ShapeDiam357
5 segments
NormCuts357
5 segments
CoreExtra357
1 segments
RandWalks357
5 segments
FitPrim357
5 segments
KMeans357
5 segments
358 RandCuts358
7 segments
ShapeDiam358
9 segments
NormCuts358
5 segments
CoreExtra358
1 segments
RandWalks358
5 segments
FitPrim358
5 segments
KMeans358
5 segments
359 RandCuts359
9 segments
ShapeDiam359
9 segments
NormCuts359
5 segments
CoreExtra359
1 segments
RandWalks359
5 segments
FitPrim359
5 segments
KMeans359
5 segments
360 RandCuts360
4 segments
ShapeDiam360
5 segments
NormCuts360
4 segments
CoreExtra360
1 segments
RandWalks360
4 segments
FitPrim360
4 segments
KMeans360
4 segments