Clustering on YTF
0.98NMITDEC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TDEC2026.03 | 0.98 | 0.95 | |
| IDCL2026.03 | 0.975 | 0.956 | |
| EDESC2026.03 | 0.939 | 0.855 | |
| EDESC2026.03 | 0.939 | 0.855 | |
| DEC2026.03 | 0.938 | 0.715 | |
| IDEC2026.03 | 0.932 | 0.7 | |
| DeepDPM2026.03 | 0.93 | 0.821 | |
| DeepDPM2026.03 | 0.93 | 0.821 | |
| DipDECK2026.03 | 0.926 | 0.797 | |
| DipDECK2026.03 | 0.926 | 0.797 | |
| ASPC-DA2026.03 | 0.899 | 0.792 | |
| DEC2026.03 | 0.881 | 0.715 | |
| IDEC2026.03 | 0.87 | 0.7 | |
| JULE-SFInput=Image intensities2016.04 | 0.848 | — | |
| JULE-RCInput=Image intensities2016.04 | 0.848 | — | |
| JULE-SF# tuned HPs=32017.04 | 0.848 | 0.684 | |
| JULE-RC# tuned HPs=32017.04 | 0.848 | 0.684 | |
| SR-K-meanslambda=10^-42018.10 | 0.806 | 0.605 | |
| DEPICT# tuned HPs=02017.04 | 0.802 | 0.621 | |
| DEPICT2018.10 | 0.802 | 0.611 | |
| MI-ADM2018.10 | 0.801 | 0.606 | |
| K-means# tuned HPs=02017.04 | 0.776 | 0.601 | |
| K-meansInput=Image intensities2016.04 | 0.761 | — | |
| SC-LSInput=Image intensities2016.04 | 0.759 | — | |
| SC-LS# tuned HPs=02017.04 | 0.759 | 0.544 | |
| SC-NJWInput=Image intensities2016.04 | 0.752 | — | |
| N-CutsInput=Image intensities2016.04 | 0.742 | — | |
| N-Cuts# tuned HPs=02017.04 | 0.742 | 0.536 | |
| AC-LinkInput=Image intensities2016.04 | 0.738 | — | |
| AC-ZellInput=Image intensities2016.04 | 0.733 | — | |
| NMF-LPInput=Image intensities2016.04 | 0.72 | — | |
| AC-PICInput=Image intensities2016.04 | 0.697 | — | |
| AC-PIC# tuned HPs=02017.04 | 0.697 | 0.472 | |
| AC-GDLInput=Image intensities2016.04 | 0.622 | — | |
| AC-GDL# tuned HPs=12017.04 | 0.622 | 0.43 | |
| SC-STInput=Image intensities2016.04 | 0.62 | — | |
| SC-ST# tuned HPs=02017.04 | 0.62 | 0.29 | |
| NMF-DInput=Image intensities2016.04 | 0.569 | — | |
| NMF-D# tuned HPs=02017.04 | 0.562 | 0.536 | |
| DEC# tuned HPs=12017.04 | 0.446 | 0.371 | |
| DEC (KL based)2018.10 | 0.446 | 0.371 |