Clustering on UMist
80.9AccuracyOURS-SF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OURS-SFInput=image intensities2016.04 | 80.9 | — | — | |
| OURS-RCInput=image intensities2016.04 | 80.9 | — | — | |
| NTLRR2015.10 | 58.09 | — | — | |
| AC-PICInput=image intensities2016.04 | 57.6 | — | — | |
| SC-LSInput=image intensities2016.04 | 56.8 | — | — | |
| AC-GDLInput=image intensities2016.04 | 56.3 | — | — | |
| TLRR2015.10 | 56 | — | — | |
| SC-NJWInput=image intensities2016.04 | 55.1 | — | — | |
| N-CutsInput=image intensities2016.04 | 55 | — | — | |
| LRR2015.10 | 54.26 | — | — | |
| LatLRR2015.10 | 54.09 | — | — | |
| AC-ZellInput=image intensities2016.04 | 51.7 | — | — | |
| K-meansInput=image intensities2016.04 | 41.9 | — | — | |
| SC-STInput=image intensities2016.04 | 41.1 | — | — | |
| AC-LinkInput=image intensities2016.04 | 39.8 | — | — | |
| NMF-LPInput=image intensities2016.04 | 36.5 | — | — | |
| AC-GDLInput=Image intensities2016.04 | — | 75.5 | — | |
| AC-LinkInput=Image intensities2016.04 | — | 64.3 | — | |
| AC-PICInput=Image intensities2016.04 | — | 75 | — | |
| AC-ZellInput=Image intensities2016.04 | — | 75.5 | — | |
| ANLS2025.11 | — | — | 63 | |
| CC-NMFlearning rate=0.25, tolerance=10^-82025.11 | — | — | 68 | |
| JULE-RCInput=Image intensities2016.04 | — | 87.7 | — | |
| JULE-SFInput=Image intensities2016.04 | — | 88 | — | |
| K-meansInput=Image intensities2016.04 | — | 60.9 | — | |
| MU2025.11 | — | — | 64 | |
| N-CutsInput=Image intensities2016.04 | — | 78.2 | — | |
| NMF-DInput=Image intensities2016.04 | — | 50 | — | |
| NMF-LPInput=Image intensities2016.04 | — | 56 | — | |
| ONMF2025.11 | — | — | 66 | |
| PNMF2025.11 | — | — | 64 | |
| SC-LSInput=Image intensities2016.04 | — | 81 | — | |
| SC-NJWInput=Image intensities2016.04 | — | 72.7 | — | |
| SC-STInput=Image intensities2016.04 | — | 61.1 | — | |
| Sparse NMF2025.11 | — | — | 63 |