Multi-view Clustering on ALOI
89.4AccuracyFreeCSL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FreeCSLnoise rate=0.12025.12 | 89.4 | 94.2 | — | |
| GLCrate=0.12025.12 | 89.2 | 93.8 | — | |
| GLCrate=0.32025.12 | 88.5 | 93 | — | |
| GLCnoise rate=0.12025.12 | 88.5 | 93.2 | — | |
| GLCrate=0.52025.12 | 87.6 | 91.9 | — | |
| FreeCSLrate=0.12025.12 | 87.1 | 93 | — | |
| GLCrate=0.72025.12 | 85.4 | 90.5 | — | |
| FreeCSLrate=0.32025.12 | 84 | 90.8 | — | |
| GLCrate=12025.12 | 82.8 | 87.7 | — | |
| DLPMACalignment rate=0.7, incomplete rate=0.52026.06 | 82.22 | 88.01 | 81.92 | |
| FreeCSLrate=0.52025.12 | 81.7 | 88.4 | — | |
| GLCnoise rate=1.02025.12 | 79.9 | 83.6 | — | |
| DLPMACalignment rate=0.5, incomplete rate=0.52026.06 | 77.44 | 84.88 | 77.3 | |
| RPCICrate=0.12025.12 | 76.3 | 88.1 | — | |
| FreeCSLrate=0.72025.12 | 75.5 | 84.5 | — | |
| GHICMCrate=0.12025.12 | 69.1 | 81.5 | — | |
| RPCICrate=0.32025.12 | 68.4 | 84.6 | — | |
| CPSPANrate=0.32025.12 | 67.7 | 84.5 | — | |
| CPSPANrate=0.72025.12 | 67.7 | 83.6 | — | |
| CPSPANrate=0.12025.12 | 67.3 | 84 | — | |
| CPSPANrate=12025.12 | 66.7 | 83.3 | — | |
| CPSPANrate=0.52025.12 | 65.6 | 83 | — | |
| GHICMCrate=0.32025.12 | 63.8 | 76.6 | — | |
| DCGrate=0.12025.12 | 60.5 | 85.3 | — | |
| RPCICrate=0.72025.12 | 59.8 | 80.8 | — | |
| GHICMCrate=0.52025.12 | 58.8 | 71.6 | — | |
| DCGrate=0.32025.12 | 58.1 | 83.9 | — | |
| RPCICrate=0.52025.12 | 56.9 | 80 | — | |
| SCSLrate=0.12025.12 | 55.9 | 72.1 | — | |
| GHICMCrate=0.72025.12 | 55.1 | 67.2 | — | |
| DCGrate=0.52025.12 | 52.1 | 80.2 | — | |
| FreeCSLrate=12025.12 | 48.1 | 67.9 | — | |
| RPCICrate=12025.12 | 45.5 | 69 | — | |
| GHICMCrate=12025.12 | 44.7 | 57.9 | — | |
| DCGrate=0.72025.12 | 43.9 | 74.1 | — | |
| SCSLrate=0.32025.12 | 42.4 | 62 | — | |
| DSIMVCrate=0.12025.12 | 41.6 | 68.6 | — | |
| DSIMVCrate=0.32025.12 | 39.7 | 65.6 | — | |
| DSIMVCrate=0.52025.12 | 39 | 64.2 | — | |
| DSIMVCrate=0.72025.12 | 35.2 | 60.6 | — | |
| SMILEalignment rate=0.7, incomplete rate=0.52026.06 | 32.87 | 54.45 | 31.73 | |
| DGPPVCalignment rate=0.7, incomplete rate=0.52026.06 | 32.85 | 48.39 | 33.3 | |
| SCSLrate=0.52025.12 | 32.4 | 54.9 | — | |
| SUREalignment rate=0.5, incomplete rate=0.5, year=20232026.06 | 32.36 | 57.19 | 40.13 | |
| EGPVCalignment rate=0.7, incomplete rate=0.52026.06 | 31.85 | 56.83 | 30 | |
| EGPVCalignment rate=0.5, incomplete rate=0.5, year=20222026.06 | 31.58 | 55.56 | 29.36 | |
| DGPPVCalignment rate=0.5, incomplete rate=0.5, year=20242026.06 | 31.54 | 47.72 | 30.99 | |
| PVCalignment rate=0.5, incomplete rate=0.5, year=20202026.06 | 28.27 | 53.82 | 25.98 | |
| SUREalignment rate=0.7, incomplete rate=0.52026.06 | 28.14 | 57.25 | 33.7 | |
| PVCalignment rate=0.7, incomplete rate=0.52026.06 | 28.06 | 53.73 | 25.13 | |
| SCSLrate=0.72025.12 | 27.6 | 51.4 | — | |
| SCSLrate=12025.12 | 27.2 | 50.6 | — | |
| SMILEalignment rate=0.5, incomplete rate=0.5, year=20232026.06 | 24.05 | 44.68 | 22.47 | |
| FreeCSLnoise rate=1.02025.12 | 21.5 | 34.5 | — | |
| MvCLNalignment rate=0.7, incomplete rate=0.52026.06 | 19.08 | 34.59 | 19.94 | |
| MvCLNalignment rate=0.5, incomplete rate=0.5, year=20212026.06 | 18.57 | 35.42 | 17.9 | |
| DCGrate=12025.12 | 8.9 | 23.3 | — |