Subspace Clustering on HSI-Pavia 10 classes
78.92Clustering AccuracyZF-SSC
Evaluation Results
| Method | Links | |
|---|---|---|
| ZF-SSCSampling Rate=0.32026.01 | 78.92 | |
| CSCBackbone=Conv10, Sampling Rate=0.52026.01 | 78.12 | |
| ZF-SSCSampling Rate=0.72026.01 | 77.56 | |
| CSCBackbone=Conv10, Sampling Rate=0.92026.01 | 77.24 | |
| ZF-SSCSampling Rate=0.52026.01 | 76.96 | |
| CSCBackbone=Conv10, Sampling Rate=0.72026.01 | 76.72 | |
| FLNNSCSampling Rate=0.92026.01 | 76.32 | |
| CSCBackbone=Conv10, Sampling Rate=0.32026.01 | 76.16 | |
| DSCBackbone=Conv10, Sampling Rate=0.12026.01 | 74.92 | |
| CSCBackbone=Conv10, Sampling Rate=Mean2026.01 | 74.28 | |
| ZF-SSCSampling Rate=0.92026.01 | 72.52 | |
| DMFMCSampling Rate=0.12026.01 | 70.12 | |
| ZF-SSCSampling Rate=Mean2026.01 | 68.88 | |
| CSCBackbone=Conv10, Sampling Rate=0.12026.01 | 68.28 | |
| EWZF-SSCSampling Rate=0.92026.01 | 67.44 | |
| DSCBackbone=Conv10, Sampling Rate=0.92026.01 | 66.1 | |
| DSCBackbone=Conv10, Sampling Rate=0.72026.01 | 66.06 | |
| DMFMCSampling Rate=0.52026.01 | 65.88 | |
| DSCBackbone=Conv10, Sampling Rate=Mean2026.01 | 65.7 | |
| DSCBackbone=Conv10, Sampling Rate=0.32026.01 | 63.64 | |
| DMFMCSampling Rate=0.72026.01 | 63.64 | |
| DSCBackbone=Conv10, Sampling Rate=0.52026.01 | 63.04 | |
| DMFMCSampling Rate=Mean2026.01 | 62.11 | |
| DSCBackbone=MLP10, Sampling Rate=0.92026.01 | 60.76 | |
| ZF-SSCSampling Rate=0.12026.01 | 57.72 | |
| EWZF-SSCSampling Rate=0.72026.01 | 56.24 | |
| DMFMCSampling Rate=0.92026.01 | 55.12 | |
| MAEBackbone=MLP10, Sampling Rate=0.12026.01 | 52.48 | |
| MAEBackbone=Conv10, Sampling Rate=0.72026.01 | 52.36 | |
| MAEBackbone=MLP10, Sampling Rate=0.32026.01 | 52.36 | |
| MAEBackbone=Conv10, Sampling Rate=0.52026.01 | 52.12 | |
| MAEBackbone=MLP10, Sampling Rate=0.52026.01 | 52.04 | |
| MAEBackbone=Conv10, Sampling Rate=Mean2026.01 | 51.74 | |
| MAEBackbone=Conv10, Sampling Rate=0.12026.01 | 51.68 | |
| MAEBackbone=MLP10, Sampling Rate=Mean2026.01 | 51.48 | |
| MAEBackbone=Conv10, Sampling Rate=0.92026.01 | 51.4 | |
| DMFMCSampling Rate=0.32026.01 | 51.36 | |
| MAEBackbone=Conv10, Sampling Rate=0.32026.01 | 51.2 | |
| MAEBackbone=MLP10, Sampling Rate=0.92026.01 | 51.2 | |
| MAEBackbone=MLP10, Sampling Rate=0.72026.01 | 51.12 | |
| EWZF-SSCSampling Rate=Mean2026.01 | 47.26 | |
| EWZF-SSCSampling Rate=0.52026.01 | 46.4 | |
| DSCBackbone=MLP10, Sampling Rate=0.72026.01 | 42.16 | |
| EWZF-SSCSampling Rate=0.32026.01 | 40.76 | |
| DSCBackbone=MLP10, Sampling Rate=0.12026.01 | 40.64 | |
| FLNNSCSampling Rate=Mean2026.01 | 39.82 | |
| DSCBackbone=MLP10, Sampling Rate=Mean2026.01 | 39.4 | |
| GSSCSampling Rate=0.92026.01 | 36.35 | |
| GSSCSampling Rate=0.72026.01 | 33.8 | |
| FLNNSCSampling Rate=0.12026.01 | 31.32 | |
| DSCBackbone=MLP10, Sampling Rate=0.52026.01 | 31 | |
| GSSCSampling Rate=Mean2026.01 | 30.01 | |
| CSCBackbone=MLP10, Sampling Rate=0.12026.01 | 29.88 | |
| CSCBackbone=MLP10, Sampling Rate=0.92026.01 | 29.68 | |
| GSSCSampling Rate=0.52026.01 | 29.04 | |
| EWZF-SSCSampling Rate=0.12026.01 | 28.8 | |
| CSCBackbone=MLP10, Sampling Rate=Mean2026.01 | 28.5 | |
| CSCBackbone=MLP10, Sampling Rate=0.32026.01 | 28.08 | |
| CSCBackbone=MLP10, Sampling Rate=0.72026.01 | 27.96 | |
| FLNNSCSampling Rate=0.72026.01 | 27.8 | |
| MSCSampling Rate=0.32026.01 | 27.32 | |
| MSCSampling Rate=0.72026.01 | 26.96 | |
| FLNNSCSampling Rate=0.32026.01 | 26.76 | |
| CSCBackbone=MLP10, Sampling Rate=0.52026.01 | 26.48 | |
| GSSCSampling Rate=0.32026.01 | 25.92 | |
| MSCSampling Rate=0.52026.01 | 25.56 | |
| MSCSampling Rate=Mean2026.01 | 25.38 | |
| SSC-MCSampling Rate=0.92026.01 | 24.32 | |
| DSCBackbone=MLP10, Sampling Rate=0.32026.01 | 23.76 | |
| SSC-MCSampling Rate=0.72026.01 | 22.2 | |
| MSCSampling Rate=0.12026.01 | 21.28 | |
| MSCSampling Rate=0.92026.01 | 21.12 | |
| SSC-MCSampling Rate=Mean2026.01 | 20.67 | |
| SSC-MCSampling Rate=0.52026.01 | 20 | |
| GSSCSampling Rate=0.12026.01 | 18.44 | |
| SSC-MCSampling Rate=0.12026.01 | 17.08 | |
| SSC-MCSampling Rate=0.32026.01 | 16.64 | |
| FLNNSCSampling Rate=0.52026.01 | 15.72 |