Multi-task Classification on ImageCLEF
95AoSTL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| STLMissing Rate (γ)=75%2022.10 | 95 | 0 | 0 | |
| STLMissing Rate (γ)=50%2022.10 | 88.33 | 0 | 0 | |
| Association Graph LearningMissing Rate (γ)=50%2022.10 | 87.08 | 78.33 | 82.2 | |
| Association Graph LearningMissing Rate (γ)=0%2022.10 | 86.04 | — | — | |
| WeighLossesMissing Rate (γ)=50%2022.10 | 85.42 | 75.42 | 79.94 | |
| Association Graph LearningMissing Rate (γ)=25%2022.10 | 85.28 | 80 | 82.48 | |
| Association Graph LearningMissing Rate (γ)=75%2022.10 | 85 | 75.28 | 79.45 | |
| ERMMissing Rate (γ)=25%2022.10 | 85 | 74.17 | 78.9 | |
| ERMMissing Rate (γ)=0%2022.10 | 84.79 | — | — | |
| ERMMissing Rate (γ)=50%2022.10 | 84.58 | 76.67 | 80.36 | |
| WeighLossesMissing Rate (γ)=25%2022.10 | 83.89 | 76.67 | 79.88 | |
| PCGradMissing Rate (γ)=75%2022.10 | 83.33 | 71.94 | 76.92 | |
| STLMissing Rate (γ)=25%2022.10 | 83.06 | 0 | 0 | |
| PCGradMissing Rate (γ)=50%2022.10 | 82.92 | 74.58 | 78.46 | |
| WeighLossesMissing Rate (γ)=0%2022.10 | 82.75 | — | — | |
| PCGradMissing Rate (γ)=0%2022.10 | 82.71 | — | — | |
| PCGradMissing Rate (γ)=25%2022.10 | 82.22 | 76.67 | 79.12 | |
| STLMissing Rate (γ)=0%2022.10 | 81.67 | — | — | |
| WeighLossesMissing Rate (γ)=75%2022.10 | 80.83 | 72.22 | 76.08 | |
| ERMMissing Rate (γ)=75%2022.10 | 80 | 71.94 | 75.55 |