Clustering on CMU-PIE
100NMIJULE-RC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| JULE-RCInput=Image intensities2016.04 | 100 | — | |
| JULE-RC# tuned HPs=32017.04 | 100 | 100 | |
| JULE-SFInput=Image intensities2016.04 | 98.4 | — | |
| JULE-SF# tuned HPs=32017.04 | 98.4 | 98 | |
| NMF-DInput=Image intensities, Affinity=Variant 12016.04 | 98.3 | — | |
| DEPICT# tuned HPs=02017.04 | 97.4 | 88.3 | |
| MI-ADM2018.10 | 96.5 | 85.8 | |
| DEPICT2018.10 | 96.4 | 85 | |
| SR-K-meanslambda=10^-42018.10 | 94.5 | 80.2 | |
| AC-GDLInput=Image intensities2016.04 | 93.4 | — | |
| AC-GDL# tuned HPs=12017.04 | 93.4 | 84.2 | |
| DEC# tuned HPs=12017.04 | 92.4 | 80.1 | |
| DEC (KL based)2018.10 | 92.4 | 80.1 | |
| NMF-D# tuned HPs=02017.04 | 92 | 81 | |
| AC-ZellInput=Image intensities2016.04 | 91 | — | |
| NMF-DInput=Image intensities, Affinity=Variant 22016.04 | 91 | — | |
| AC-PICInput=Image intensities2016.04 | 90.2 | — | |
| AC-PIC# tuned HPs=02017.04 | 90.2 | 79.7 | |
| SC-LSInput=Image intensities2016.04 | 78.8 | — | |
| SC-LS# tuned HPs=02017.04 | 78.8 | 54.9 | |
| SC-STInput=Image intensities2016.04 | 58.1 | — | |
| SC-ST# tuned HPs=02017.04 | 58.1 | 29.3 | |
| K-meansInput=Image intensities2016.04 | 54.9 | — | |
| AC-LinkInput=Image intensities2016.04 | 54.5 | — | |
| SC-NJWInput=Image intensities2016.04 | 54.3 | — | |
| NMF-LPInput=Image intensities2016.04 | 49.1 | — | |
| K-means# tuned HPs=02017.04 | 43.2 | 22.3 | |
| N-CutsInput=Image intensities2016.04 | 41.1 | — | |
| N-Cuts# tuned HPs=02017.04 | 41.1 | 15.5 | |
| AC-GDLInput=image intensities2016.04 | — | 84.2 | |
| AC-LinkInput=image intensities2016.04 | — | 20.1 | |
| AC-PICInput=image intensities2016.04 | — | 79.7 | |
| AC-ZellInput=image intensities2016.04 | — | 76.5 | |
| K-meansInput=image intensities2016.04 | — | 24.6 | |
| N-CutsInput=image intensities2016.04 | — | 15.5 | |
| NMF-LPInput=image intensities2016.04 | — | 22.9 | |
| OURS-RCInput=image intensities2016.04 | — | 100 | |
| OURS-SFInput=image intensities2016.04 | — | 98 | |
| SC-LSInput=image intensities2016.04 | — | 54.9 | |
| SC-NJWInput=image intensities2016.04 | — | 25.5 | |
| SC-STInput=image intensities2016.04 | — | 29.3 |