Results from seven algorithms side by side - Category Bust

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
301 RandCuts301
8 segments
ShapeDiam301
9 segments
NormCuts301
8 segments
CoreExtra301
2 segments
RandWalks301
9 segments
FitPrim301
8 segments
KMeans301
8 segments
302 RandCuts302
3 segments
ShapeDiam302
25 segments
NormCuts302
1 segments
CoreExtra302
9 segments
RandWalks302
3 segments
FitPrim302
3 segments
KMeans302
2 segments
303 RandCuts303
6 segments
ShapeDiam303
10 segments
NormCuts303
6 segments
CoreExtra303
5 segments
RandWalks303
6 segments
FitPrim303
6 segments
KMeans303
6 segments
304 RandCuts304
3 segments
ShapeDiam304
16 segments
NormCuts304
3 segments
CoreExtra304
4 segments
RandWalks304
3 segments
FitPrim304
3 segments
KMeans304
3 segments
305 RandCuts305
5 segments
ShapeDiam305
9 segments
NormCuts305
5 segments
CoreExtra305
2 segments
RandWalks305
5 segments
FitPrim305
5 segments
KMeans305
5 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
306 RandCuts306
6 segments
ShapeDiam306
6 segments
NormCuts306
6 segments
CoreExtra306
3 segments
RandWalks306
6 segments
FitPrim306
6 segments
KMeans306
6 segments
307 RandCuts307
3 segments
ShapeDiam307
9 segments
NormCuts307
3 segments
CoreExtra307
4 segments
RandWalks307
3 segments
FitPrim307
3 segments
KMeans307
3 segments
308 RandCuts308
7 segments
ShapeDiam308
9 segments
NormCuts308
7 segments
CoreExtra308
2 segments
RandWalks308
7 segments
FitPrim308
7 segments
KMeans308
7 segments
309 RandCuts309
9 segments
ShapeDiam309
10 segments
NormCuts309
9 segments
CoreExtra309
5 segments
RandWalks309
12 segments
FitPrim309
9 segments
KMeans309
9 segments
310 RandCuts310
8 segments
ShapeDiam310
5 segments
NormCuts310
8 segments
CoreExtra310
2 segments
RandWalks310
8 segments
FitPrim310
8 segments
KMeans310
8 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
311 RandCuts311
10 segments
ShapeDiam311
7 segments
NormCuts311
10 segments
CoreExtra311
3 segments
RandWalks311
11 segments
FitPrim311
10 segments
KMeans311
10 segments
312 RandCuts312
7 segments
ShapeDiam312
23 segments
NormCuts312
7 segments
CoreExtra312
3 segments
RandWalks312
7 segments
FitPrim312
7 segments
KMeans312
7 segments
313 RandCuts313
5 segments
ShapeDiam313
7 segments
NormCuts313
5 segments
CoreExtra313
2 segments
RandWalks313
5 segments
FitPrim313
5 segments
KMeans313
5 segments
314 RandCuts314
9 segments
ShapeDiam314
18 segments
NormCuts314
9 segments
CoreExtra314
4 segments
RandWalks314
10 segments
FitPrim314
9 segments
KMeans314
9 segments
315 RandCuts315
9 segments
ShapeDiam315
12 segments
NormCuts315
9 segments
CoreExtra315
5 segments
RandWalks315
9 segments
FitPrim315
9 segments
KMeans315
9 segments
Rand Cuts Shape Diam Norm Cuts Core Extra Rand Walks Fit Prim KMeans
316 RandCuts316
8 segments
ShapeDiam316
9 segments
NormCuts316
8 segments
CoreExtra316
6 segments
RandWalks316
8 segments
FitPrim316
8 segments
KMeans316
8 segments
317 RandCuts317
8 segments
ShapeDiam317
7 segments
NormCuts317
8 segments
CoreExtra317
6 segments
RandWalks317
8 segments
FitPrim317
8 segments
KMeans317
8 segments
318 RandCuts318
9 segments
ShapeDiam318
14 segments
NormCuts318
9 segments
CoreExtra318
5 segments
RandWalks318
9 segments
FitPrim318
9 segments
KMeans318
9 segments
319 RandCuts319
2 segments
ShapeDiam319
6 segments
NormCuts319
2 segments
CoreExtra319
3 segments
RandWalks319
2 segments
FitPrim319
2 segments
KMeans319
2 segments
320 RandCuts320
2 segments
ShapeDiam320
14 segments
NormCuts320
2 segments
CoreExtra320
9 segments
RandWalks320
2 segments
FitPrim320
2 segments
KMeans320
2 segments