Multi-view Multi-label Classification on Corel5k 50% missing (test)
98.81-HLAIMNet
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| AIMNetFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 98.8 | 47.8 | 76.6 | 90 | 40.4 | 90.3 | 3.5 | |
| MTDFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 98.8 | 49.2 | 75.4 | 89.3 | 41 | 89.6 | 3.17 | |
| SIPFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 98.8 | 49.2 | 78.1 | 90.8 | 41.4 | 91 | 2.17 | |
| ADRLFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 98.8 | 52.1 | 79.7 | 91.5 | 43.8 | 91.7 | 1 | |
| DICNetFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 98.7 | 46 | 72.6 | 88.1 | 38.1 | 88.3 | 5 | |
| DIMCFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 98.7 | 44.6 | 70.9 | 87.4 | 37 | 87.7 | 7.17 | |
| DM2LFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 98.7 | 37.8 | 64 | 84.3 | 31.8 | 84.6 | 9 | |
| LVSLFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 98.7 | 35.3 | 72 | 87.9 | 31.1 | 88.2 | 7.33 | |
| LMVCATFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 98.6 | 44.8 | 72 | 87.6 | 37.9 | 87.9 | 6.78 | |
| iMVWLFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 97.8 | 30.8 | 70.1 | 86.4 | 28.1 | 86.7 | 9.5 | |
| ADRLFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 95.1 | 67.6 | 83.5 | 91 | 68.9 | 91.8 | 1 | |
| MTDFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 94.9 | 62.7 | 81.3 | 89 | 64.9 | 90 | 2 | |
| AIMNetFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 94.8 | 61.9 | 80.7 | 88.8 | 63.9 | 89.7 | 4 | |
| DICNetFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 94.8 | 60.1 | 79.4 | 87.6 | 62.7 | 88.6 | 5.67 | |
| SIPFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 94.8 | 62.6 | 80.9 | 88.9 | 64.9 | 89.8 | 3 | |
| DIMCFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 94.7 | 59.4 | 79.3 | 87.5 | 62.3 | 88.5 | 6.78 | |
| LMVCATFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 94 | 60.4 | 79.6 | 87.8 | 63 | 88.8 | 5.33 | |
| DM2LFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 93.5 | 53.7 | 76.8 | 86 | 57.7 | 87.2 | 8.17 | |
| LVSLFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 93.5 | 45 | 75.9 | 85 | 53.7 | 86.4 | 9 | |
| iMVWLFeature Missing Ratio=50%, Label Missing Ratio=50%2026.01 | 89.9 | 46.5 | 74.4 | 83.3 | 51.2 | 84.6 | 9.78 |