Clustering on USPS
0.964AccuracyDEPICT
Evaluation Results
| Method | Links | |
|---|---|---|
| DEPICT# runs=5, Clustering domain=learned features2026.04 | 0.964 | |
| OURS-RCInput=image intensities2016.04 | 0.95 | |
| JULE# runs=3, Clustering domain=learned features2026.04 | 0.95 | |
| OURS-SFInput=image intensities2016.04 | 0.922 | |
| DSCDAN# runs=10, Clustering domain=learned features2026.04 | 0.869 | |
| AC-GDLInput=image intensities2016.04 | 0.867 | |
| DTI-Clustering# runs=10, Clustering domain=pixels2026.04 | 0.864 | |
| AC-PICInput=image intensities2016.04 | 0.855 | |
| Ours-C# runs=10, Clustering domain=pixels, Number of layers=1 layer2026.04 | 0.853 | |
| U-SENC2019.03 | 0.7817 | |
| SHINE-FSFeature selection ratio=20%2025.11 | 0.7532 | |
| LSC-K2019.03 | 0.6842 | |
| SC-LSInput=image intensities2016.04 | 0.659 | |
| K-means# runs=10, Clustering domain=pixels2026.04 | 0.653 | |
| U-SPEC2019.03 | 0.6376 | |
| SC2019.03 | 0.6274 | |
| LSC-R2019.03 | 0.6078 | |
| UKMFSFeature selection ratio=20%2025.11 | 0.6075 | |
| SDFSFeature selection ratio=20%2025.11 | 0.5996 | |
| JMVFGFeature selection ratio=20%2025.11 | 0.5871 | |
| AC-ZellInput=image intensities2016.04 | 0.575 | |
| EUMFSFeature selection ratio=20%2025.11 | 0.5438 | |
| ESCG2019.03 | 0.5347 | |
| NMF-LPInput=image intensities2016.04 | 0.522 | |
| Nystrom2019.03 | 0.5109 | |
| FastESC2019.03 | 0.488 | |
| EulerSC2019.03 | 0.4779 | |
| k-means2019.03 | 0.4725 | |
| K-meansInput=image intensities2016.04 | 0.467 | |
| AC-LinkInput=image intensities2016.04 | 0.421 | |
| SC-NJWInput=image intensities2016.04 | 0.413 | |
| CCSFSFeature selection ratio=20%2025.11 | 0.3624 | |
| CDMvFSFeature selection ratio=20%2025.11 | 0.3563 | |
| TLR-MUFSFeature selection ratio=20%2025.11 | 0.3559 | |
| CFSMOFeature selection ratio=20%2025.11 | 0.3556 | |
| AllFeaFeature selection ratio=20%2025.11 | 0.355 | |
| HSLFeature selection ratio=20%2025.11 | 0.3548 | |
| LPScoreFeature selection ratio=20%2025.11 | 0.3546 | |
| GCDUFSFeature selection ratio=20%2025.11 | 0.3215 | |
| N-CutsInput=image intensities2016.04 | 0.314 | |
| SC-STInput=image intensities2016.04 | 0.308 | |
| GAWFSFeature selection ratio=20%2025.11 | 0.2452 |