Image Clustering on USPS
0.9544NMISPC-best
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SPC-best2021.07 | 0.9544 | — | 98.44 | |
| SPC2021.07 | 0.9542 | — | 98.4 | |
| DDCdata augmentation=true2021.07 | 0.953 | — | 97 | |
| SPC-GMM2021.07 | 0.9493 | — | 98.18 | |
| DynAEdata augmentation=true2021.07 | 0.948 | — | 98.1 | |
| ADCdata augmentation=true2021.07 | 0.948 | — | 98.1 | |
| DEPICT2021.07 | 0.927 | — | 96.4 | |
| DMSCdata augmentation=true2021.07 | 0.9209 | — | 95.15 | |
| JULE-RCInput=Image intensities2016.04 | 0.913 | — | — | |
| JULE2021.07 | 0.913 | — | 95 | |
| n2d2021.07 | 0.9 | — | 95.8 | |
| JULE-SFInput=Image intensities2016.04 | 0.858 | — | — | |
| AC-GDLInput=Image intensities, Affinity=Variant 12016.04 | 0.854 | — | — | |
| AC-PICInput=Image intensities2016.04 | 0.84 | — | — | |
| GDL-U2012.08 | 0.824 | — | — | |
| AGDL2012.08 | 0.824 | — | — | |
| AC-GDLInput=Image intensities, Affinity=Variant 22016.04 | 0.824 | — | — | |
| Zell2012.08 | 0.799 | — | — | |
| AC-ZellInput=Image intensities, Affinity=Variant 22016.04 | 0.799 | — | — | |
| IDEC2021.07 | 0.7846 | — | 76.05 | |
| AC-ZellInput=Image intensities, Affinity=Variant 12016.04 | 0.774 | — | — | |
| DECresult source=[34]2021.07 | 0.767 | — | 76.2 | |
| DGSC2012.08 | 0.747 | — | — | |
| G-Link2012.08 | 0.732 | — | — | |
| STSC2012.08 | 0.726 | — | — | |
| SC-STInput=Image intensities, Affinity=Variant 22016.04 | 0.726 | — | — | |
| CKM2021.07 | 0.707 | — | 72.1 | |
| NJW-SC2012.08 | 0.69 | — | — | |
| SC-NJWInput=Image intensities, Affinity=Variant 22016.04 | 0.69 | — | — | |
| DCNresult source=[34]2021.07 | 0.683 | — | 68.8 | |
| SC-LSInput=Image intensities2016.04 | 0.681 | — | — | |
| NCuts2012.08 | 0.675 | — | — | |
| N-CutsInput=Image intensities, Affinity=Variant 22016.04 | 0.675 | — | — | |
| AC-LinkInput=Image intensities2016.04 | 0.579 | — | — | |
| VADEresult source=[34]2021.07 | 0.512 | — | 56.6 | |
| K-meansInput=Image intensities2016.04 | 0.447 | — | — | |
| NMF-LPInput=Image intensities2016.04 | 0.435 | — | — | |
| SC-NJWInput=Image intensities, Affinity=Variant 12016.04 | 0.409 | — | — | |
| N-CutsInput=Image intensities, Affinity=Variant 12016.04 | 0.382 | — | — | |
| SC-STInput=Image intensities, Affinity=Variant 12016.04 | 0.342 | — | — | |
| k-medoids2012.08 | 0.336 | — | — | |
| NMF-DInput=Image intensities2016.04 | 0.286 | — | — | |
| average linkage2012.08 | 0.095 | — | — | |
| AGDL2012.08 | — | 0.246 | — | |
| DGSC2012.08 | — | 0.255 | — | |
| G-Link2012.08 | — | 0.252 | — | |
| GDL-U2012.08 | — | 0.246 | — | |
| k-med2012.08 | — | 0.607 | — | |
| Link2012.08 | — | 0.874 | — | |
| NCuts2012.08 | — | 0.459 | — | |
| NJW-SC2012.08 | — | 0.354 | — | |
| STSC2012.08 | — | 0.421 | — | |
| Zell2012.08 | — | 0.332 | — |