Clustering on LandUse-21
33.12AccuracyHERL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HERLMissing rate=0.02026.04 | 33.12 | 40.94 | 18.87 | |
| DIVIDEMissing rate=0.02026.04 | 32.45 | 39.77 | 17.97 | |
| HERLMissing rate=0.12026.04 | 32.23 | 37.57 | 17.16 | |
| PLCIIVR=0.2, NCR=02026.06 | 32.13 | 37.26 | 18.11 | |
| HERLMissing rate=0.32026.04 | 31.74 | 36.81 | 16.84 | |
| HERLMissing rate=0.52026.04 | 31.2 | 36.85 | 16.93 | |
| HERLMissing rate=0.72026.04 | 30.98 | 34.99 | 16.13 | |
| DIVIDEIVR=0.2, NCR=02026.06 | 30.82 | 37.51 | 16.93 | |
| PLCIIVR=0.5, NCR=02026.06 | 30.64 | 37.39 | 17.22 | |
| PLCIIVR=0.8, NCR=02026.06 | 30.62 | 37.8 | 16.54 | |
| DIVIDEMissing rate=0.12026.04 | 30.51 | 35.97 | 16.1 | |
| DIVIDEMissing rate=0.32026.04 | 30.4 | 35.77 | 16.17 | |
| DIVIDEIVR=0.5, NCR=02026.06 | 30.33 | 35.54 | 16.25 | |
| DIVIDEMissing rate=0.72026.04 | 29.88 | 34.74 | 15.55 | |
| DIVIDEMissing rate=0.52026.04 | 29.86 | 35.23 | 15.73 | |
| DIVIDEIVR=0.8, NCR=02026.06 | 29.1 | 32.65 | 14.88 | |
| FreeCSLIVR=0.2, NCR=02026.06 | 28.77 | 34.07 | 15.32 | |
| CAMERAIVR=0.2, NCR=02026.06 | 28.18 | 34.18 | 14.53 | |
| GLCnoise rate=0.32025.12 | 27.8 | 31.6 | — | |
| FreeCSLIVR=0.5, NCR=02026.06 | 27.76 | 32.21 | 14.13 | |
| GLCrate=0.12025.12 | 27.7 | 31.1 | — | |
| GLCnoise rate=0.12025.12 | 27.3 | 31.6 | — | |
| ICMVCMissing rate=0.02026.04 | 27.02 | 30.86 | 14.12 | |
| SUREMissing rate=0.12026.04 | 27 | 29.79 | 12.31 | |
| DCGMissing rate=0.12026.04 | 26.81 | 30.71 | 13.6 | |
| CAMERAIVR=0.5, NCR=02026.06 | 26.81 | 31.85 | 13.22 | |
| FreeCSLnoise rate=0.12025.12 | 26.8 | 29.7 | — | |
| GLCrate=0.32025.12 | 26.8 | 29.8 | — | |
| SUREMissing rate=0.52026.04 | 26.71 | 29.21 | 13.09 | |
| DCGMissing rate=0.02026.04 | 26.43 | 30.31 | 13.43 | |
| ICMVCMissing rate=0.12026.04 | 26.36 | 30.52 | 13.4 | |
| FreeCSLnoise rate=0.32025.12 | 26.3 | 28.7 | — | |
| ICMVCMissing rate=0.32026.04 | 26.23 | 29.64 | 13.26 | |
| DCGnoise rate=0.12025.12 | 26.2 | 29.5 | — | |
| SCSLrate=0.12025.12 | 26.2 | 27.6 | — | |
| SUREIVR=0.2, NCR=02026.06 | 26.13 | 30 | 12.48 | |
| DCGMissing rate=0.32026.04 | 26.12 | 29.83 | 12.87 | |
| FreeCSLIVR=0.8, NCR=02026.06 | 26.12 | 28.46 | 12.19 | |
| SCSLnoise rate=0.12025.12 | 26.1 | 26.9 | — | |
| DCGrate=0.12025.12 | 26.1 | 28.8 | — | |
| COMPLETERMissing rate=0.32026.04 | 26.01 | 31.15 | 12.35 | |
| GHICMCnoise rate=0.12025.12 | 25.9 | 30.6 | — | |
| GLCrate=0.52025.12 | 25.9 | 28.6 | — | |
| DIMVCMissing rate=0.02026.04 | 25.81 | 32.21 | 12.38 | |
| GHICMCrate=0.12025.12 | 25.8 | 30 | — | |
| GCFAggIVR=0.2, NCR=02026.06 | 25.7 | 29.05 | 12.12 | |
| SUREMissing rate=0.02026.04 | 25.62 | 30.51 | 11.93 | |
| COMPLETERMissing rate=0.12026.04 | 25.57 | 32.12 | 13.49 | |
| FreeCSLrate=0.12025.12 | 25.5 | 28.7 | — | |
| GHICMCnoise rate=0.32025.12 | 25.4 | 27.7 | — | |
| DCGrate=0.32025.12 | 25.2 | 27.8 | — | |
| SUREIVR=0.5, NCR=02026.06 | 25.19 | 28.45 | 11.88 | |
| COMPLETERMissing rate=0.02026.04 | 25.06 | 31.98 | 13.34 | |
| SUREMissing rate=0.72026.04 | 25.05 | 25.88 | 10.88 | |
| DCGnoise rate=0.32025.12 | 24.9 | 27.9 | — | |
| COMPLETERMissing rate=0.72026.04 | 24.88 | 28.81 | 11.61 | |
| SCSLnoise rate=0.32025.12 | 24.7 | 25.8 | — | |
| GLCnoise rate=1.02025.12 | 24.7 | 27.4 | — | |
| SCSLrate=0.32025.12 | 24.7 | 24.3 | — | |
| ProImpMissing rate=0.32026.04 | 24.63 | 28.45 | 11.78 | |
| ICMVCMissing rate=0.52026.04 | 24.51 | 26.4 | 10.71 | |
| GHICMCrate=0.32025.12 | 24.5 | 25.5 | — | |
| ProImpMissing rate=0.52026.04 | 24.45 | 27.43 | 10.94 | |
| ProImpMissing rate=0.12026.04 | 24.43 | 29.22 | 11.44 | |
| FreeCSLrate=0.32025.12 | 24.3 | 25 | — | |
| GLCrate=0.72025.12 | 24.3 | 25.7 | — | |
| GCFAggIVR=0.5, NCR=02026.06 | 24.23 | 26.51 | 10.64 | |
| DCGrate=0.52025.12 | 24 | 25.1 | — | |
| SUREMissing rate=0.32026.04 | 24 | 28.76 | 11 | |
| ProImpMissing rate=0.72026.04 | 23.86 | 27.05 | 10.82 | |
| SCSLrate=0.52025.12 | 23.8 | 22 | — | |
| ProImpMissing rate=0.02026.04 | 23.7 | 27.9 | 10.8 | |
| DIMVCMissing rate=0.52026.04 | 23.61 | 29.62 | 10.07 | |
| DCGMissing rate=0.52026.04 | 23.52 | 26.94 | 10.45 | |
| DIMVCMissing rate=0.32026.04 | 23.39 | 29.88 | 10.59 | |
| DIMVCMissing rate=0.12026.04 | 23.34 | 27.8 | 9.59 | |
| DCGMissing rate=0.72026.04 | 22.97 | 25.15 | 9.65 | |
| CAMERAIVR=0.8, NCR=02026.06 | 22.97 | 27.49 | 9.74 | |
| DIMVCMissing rate=0.72026.04 | 22.68 | 26.8 | 9.06 | |
| GHICMCnoise rate=1.02025.12 | 22.5 | 22.3 | — | |
| GHICMCrate=0.52025.12 | 22.5 | 22 | — | |
| SUREIVR=0.8, NCR=02026.06 | 22.03 | 23.28 | 9.13 | |
| SCSLnoise rate=1.02025.12 | 21.9 | 21.2 | — | |
| DCGrate=0.72025.12 | 21.9 | 22.2 | — | |
| ICMVCMissing rate=0.72026.04 | 21.47 | 24.33 | 8.7 | |
| FreeCSLrate=0.52025.12 | 21.3 | 19 | — | |
| DCGnoise rate=1.02025.12 | 21.1 | 24.1 | — | |
| COMPLETERMissing rate=0.52026.04 | 20.59 | 26.25 | 9.92 | |
| SCSLrate=0.72025.12 | 20.1 | 18 | — | |
| RPCICrate=0.12025.12 | 19.9 | 24.3 | — | |
| DSIMVCnoise rate=0.12025.12 | 19.8 | 20.7 | — | |
| RPCICnoise rate=0.12025.12 | 19.6 | 25.8 | — | |
| DSIMVCrate=0.12025.12 | 19.3 | 20.7 | — | |
| DSIMVCMissing rate=0.02026.04 | 19.19 | 18.53 | 5.86 | |
| DSIMVCnoise rate=0.32025.12 | 18.9 | 19.8 | — | |
| CPSPANrate=0.12025.12 | 18.8 | 24.5 | — | |
| GHICMCrate=0.72025.12 | 18.6 | 16.2 | — | |
| CPSPANnoise rate=0.12025.12 | 18.4 | 24.2 | — | |
| DSIMVCrate=0.32025.12 | 18.2 | 19 | — | |
| GCFAggIVR=0.8, NCR=02026.06 | 18.2 | 18.41 | 5.95 |