Clustering on CIFAR100
90.61Clustering AccuracySCMax
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SCMaxSetting=Given-K2025.11 | 90.61 | 98.01 | 93.18 | 84.76 | — | |
| TurtleBackbone=DinoV22025.02 | 80.6 | 87 | — | — | — | |
| PRCutBackbone=DinoV22025.02 | 78.9 | 85.6 | — | — | — | |
| GSEC2026.05 | 61.8 | 71.8 | — | — | 48 | |
| TAC2026.05 | 60.7 | 61.1 | — | — | 44.8 | |
| SIC2026.05 | 58.3 | 59.3 | — | — | 43.9 | |
| GradNorm2026.05 | 54.8 | 67.2 | — | — | 37 | |
| TCL2026.05 | 53.1 | 52.9 | — | — | 35.7 | |
| RPSC2026.05 | 51.8 | 47.6 | — | — | 34.1 | |
| SCAN2026.05 | 50.7 | 48.6 | — | — | 33.3 | |
| TCC2026.05 | 49.1 | 47.9 | — | — | 31.2 | |
| GCC2026.05 | 47.2 | 47.2 | — | — | 30.5 | |
| SPICE2026.05 | 46.8 | 44.8 | — | — | 29.4 | |
| CLIPalgorithm=k-means2026.05 | 45.5 | 49.9 | — | — | 28.3 | |
| DLME2022.07 | 44.1 | — | — | — | — | |
| DivClust2026.05 | 43.7 | 44 | — | — | 28.3 | |
| CC2022.07 | 42.9 | — | — | — | — | |
| CRLC2022.07 | 42.5 | — | — | — | — | |
| CRLC2026.05 | 42.5 | 41.6 | — | — | 26.3 | |
| DLME-A2variant=A22022.07 | 42.1 | — | — | — | — | |
| DLME-A1variant=A12022.07 | 41.7 | — | — | — | — | |
| DLME-A3variant=A32022.07 | 41.7 | — | — | — | — | |
| PICA2022.07 | 33.7 | — | — | — | — | |
| PICA2026.05 | 33.7 | 31 | — | — | 17.1 | |
| DCCM2022.07 | 32.7 | — | — | — | — | |
| DCCM2026.05 | 32.7 | 28.5 | — | — | 17.3 | |
| IIC2026.05 | 25.7 | 22.5 | — | — | 11.7 | |
| DAC2022.07 | 23.8 | — | — | — | — | |
| DAC2026.05 | 23.8 | 18.5 | — | — | 8.8 | |
| DEC2026.05 | 18.5 | 13.6 | — | — | 5 | |
| JULE2026.05 | 13.7 | 10.3 | — | — | 3.3 |