Clustering on MNIST (Clustering Accuracy, Mean Clustering Accuracy)
72.16Clustering AccuracyCSC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CSCBackbone=MLP10, Sampling Rate=0.52026.01 | 72.16 | — | |
| CSCBackbone=MLP10, Sampling Rate=0.92026.01 | 72.16 | — | |
| CSCBackbone=MLP10, Sampling Rate=0.72026.01 | 71.92 | — | |
| MAEBackbone=MLP10, Sampling Rate=0.92026.01 | 59.32 | — | |
| CSCBackbone=MLP10, Sampling Rate=0.32026.01 | 58.72 | — | |
| MAEBackbone=MLP10, Sampling Rate=0.32026.01 | 57.96 | — | |
| MAEBackbone=MLP10, Sampling Rate=0.72026.01 | 54.76 | — | |
| MAEBackbone=MLP10, Sampling Rate=0.52026.01 | 52.88 | — | |
| MAEBackbone=Conv18, Sampling Rate=0.72026.01 | 51.44 | — | |
| CSCBackbone=ResNet18, Sampling Rate=0.32026.01 | 50.56 | — | |
| EWZF-SSCSampling Rate=0.92026.01 | 49.4 | — | |
| MSCSampling Rate=0.92026.01 | 49.28 | — | |
| EWZF-SSCSampling Rate=0.72026.01 | 48.92 | — | |
| MSCSampling Rate=0.72026.01 | 48.08 | — | |
| MAEBackbone=Conv18, Sampling Rate=0.52026.01 | 47.76 | — | |
| CSCBackbone=ResNet18, Sampling Rate=0.52026.01 | 46.44 | — | |
| CSCBackbone=MLP10, Sampling Rate=0.12026.01 | 46.4 | — | |
| MAEBackbone=Conv18, Sampling Rate=0.92026.01 | 45.04 | — | |
| GSSCSampling Rate=0.72026.01 | 44.44 | — | |
| GSSCSampling Rate=0.92026.01 | 44.32 | — | |
| CSCBackbone=ResNet18, Sampling Rate=0.92026.01 | 43.16 | — | |
| DMFMCSampling Rate=0.52026.01 | 42.84 | — | |
| CSCBackbone=ResNet18, Sampling Rate=0.72026.01 | 42.64 | — | |
| CSCBackbone=ResNet18, Sampling Rate=0.12026.01 | 42 | — | |
| EWZF-SSCSampling Rate=0.52026.01 | 40.56 | — | |
| MSCSampling Rate=0.52026.01 | 39.92 | — | |
| SSC-MCSampling Rate=0.92026.01 | 39.28 | — | |
| DMFMCSampling Rate=0.72026.01 | 39 | — | |
| DMFMCSampling Rate=0.92026.01 | 38.88 | — | |
| MAEBackbone=Conv18, Sampling Rate=0.32026.01 | 38.4 | — | |
| DMFMCSampling Rate=0.32026.01 | 37.36 | — | |
| FLNNSCSampling Rate=0.72026.01 | 36.84 | — | |
| MAEBackbone=Conv18, Sampling Rate=0.12026.01 | 36.64 | — | |
| SSC-MCSampling Rate=0.72026.01 | 36.4 | — | |
| GSSCSampling Rate=0.52026.01 | 35.88 | — | |
| FLNNSCSampling Rate=0.92026.01 | 35.68 | — | |
| FLNNSCSampling Rate=0.52026.01 | 30.84 | — | |
| EWZF-SSCSampling Rate=0.32026.01 | 29.36 | — | |
| MSCSampling Rate=0.32026.01 | 28.44 | — | |
| SSC-MCSampling Rate=0.52026.01 | 27.96 | — | |
| FLNNSCSampling Rate=0.32026.01 | 27.84 | — | |
| GSSCSampling Rate=0.32026.01 | 27.36 | — | |
| DSCBackbone=Conv18, Sampling Rate=0.72026.01 | 25.48 | — | |
| DSCBackbone=MLP10, Sampling Rate=0.92026.01 | 23.88 | — | |
| DSCBackbone=Conv18, Sampling Rate=0.52026.01 | 23.16 | — | |
| DSCBackbone=Conv18, Sampling Rate=0.92026.01 | 22.68 | — | |
| MAEBackbone=MLP10, Sampling Rate=0.12026.01 | 21.32 | — | |
| DSCBackbone=MLP10, Sampling Rate=0.52026.01 | 21.08 | — | |
| DSCBackbone=MLP10, Sampling Rate=0.72026.01 | 21 | — | |
| DSCBackbone=Conv18, Sampling Rate=0.32026.01 | 19.96 | — | |
| EWZF-SSCSampling Rate=0.12026.01 | 19.44 | — | |
| GSSCSampling Rate=0.12026.01 | 19.44 | — | |
| MSCSampling Rate=0.12026.01 | 19.32 | — | |
| DSCBackbone=Conv18, Sampling Rate=0.12026.01 | 19.32 | — | |
| DSCBackbone=MLP10, Sampling Rate=0.32026.01 | 18.04 | — | |
| FLNNSCSampling Rate=0.12026.01 | 17.84 | — | |
| SSC-MCSampling Rate=0.32026.01 | 17.72 | — | |
| DSCBackbone=MLP10, Sampling Rate=0.12026.01 | 17.4 | — | |
| SSC-MCSampling Rate=0.12026.01 | 16.72 | — | |
| DMFMCSampling Rate=0.12026.01 | 16.24 | — | |
| CSCBackbone=MLP102026.01 | — | 65.95 | |
| CSCBackbone=ResNet182026.01 | — | 46.18 | |
| DMFMC2026.01 | — | 37 | |
| DSCBackbone=Conv182026.01 | — | 23 | |
| DSCBackbone=MLP102026.01 | — | 21.14 | |
| EWZF-SSC2026.01 | — | 39.22 | |
| FLNNSC2026.01 | — | 30.36 | |
| GSSC2026.01 | — | 35.81 | |
| MAEBackbone=MLP102026.01 | — | 50.98 | |
| MAEBackbone=Conv182026.01 | — | 43.65 | |
| MSC2026.01 | — | 38.63 | |
| SSC-MC2026.01 | — | 28.96 |