Clustering on FRGC
47Accuracy CoefficientDEPICT
Evaluation Results
| Method | Links | |
|---|---|---|
| DEPICT# runs=5, Clustering domain=learned features2026.04 | 47 | |
| OURS-SFInput=image intensities2016.04 | 46.1 | |
| OURS-RCInput=image intensities2016.04 | 46.1 | |
| JULE# runs=3, Clustering domain=learned features2026.04 | 46.1 | |
| Ours-C# runs=10, Clustering domain=pixels, Number of layers=1 layer2026.04 | 44.8 | |
| ADC# runs=20, Clustering domain=learned features, Data augmentation=true2026.04 | 43.7 | |
| SC-LSInput=image intensities2016.04 | 40.7 | |
| DTI-Clustering# runs=10, Clustering domain=pixels2026.04 | 39.6 | |
| SC-STInput=image intensities2016.04 | 35.8 | |
| K-meansInput=image intensities2016.04 | 32.7 | |
| AC-PICInput=image intensities2016.04 | 32 | |
| AC-ZellInput=image intensities2016.04 | 26.6 | |
| AC-GDLInput=image intensities2016.04 | 26.6 | |
| NMF-LPInput=image intensities2016.04 | 25.9 | |
| N-CutsInput=image intensities2016.04 | 23.5 | |
| K-means# runs=10, Clustering domain=pixels2026.04 | 22.7 | |
| SC-NJWInput=image intensities2016.04 | 17.8 | |
| AC-LinkInput=image intensities2016.04 | 17.5 |