Multi-task Classification on Office-Home
88.25Metric AoSTL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| STLMissing Rate (γ)=75%2022.10 | 88.25 | 0 | 0 | |
| Association Graph LearningMissing Rate (γ)=75%2022.10 | 87.16 | 47.51 | 60.59 | |
| STLMissing Rate (γ)=50%2022.10 | 84.37 | 0 | 0 | |
| Association Graph LearningMissing Rate (γ)=50%2022.10 | 83.57 | 54.65 | 65.54 | |
| ERMMissing Rate (γ)=75%2022.10 | 83.53 | 36.45 | 49.32 | |
| PCGradMissing Rate (γ)=75%2022.10 | 83.3 | 36.99 | 49.56 | |
| Association Graph LearningMissing Rate (γ)=25%2022.10 | 82.94 | 56.74 | 67.12 | |
| WeighLossesMissing Rate (γ)=75%2022.10 | 82.92 | 37.39 | 50.26 | |
| PCGradMissing Rate (γ)=50%2022.10 | 82.52 | 50.95 | 62.39 | |
| WeighLossesMissing Rate (γ)=50%2022.10 | 82.38 | 51.65 | 62.84 | |
| STLMissing Rate (γ)=25%2022.10 | 82.06 | 0 | 0 | |
| Association Graph LearningMissing Rate (γ)=0%2022.10 | 82.01 | — | — | |
| ERMMissing Rate (γ)=50%2022.10 | 81.89 | 50.96 | 62.14 | |
| WeighLossesMissing Rate (γ)=0%2022.10 | 81.78 | — | — | |
| PCGradMissing Rate (γ)=0%2022.10 | 81.41 | — | — | |
| WeighLossesMissing Rate (γ)=25%2022.10 | 81.38 | 53.6 | 64.03 | |
| ERMMissing Rate (γ)=25%2022.10 | 81.34 | 54.09 | 64.51 | |
| ERMMissing Rate (γ)=0%2022.10 | 80.99 | — | — | |
| PCGradMissing Rate (γ)=25%2022.10 | 80.81 | 52.43 | 63.18 | |
| STLMissing Rate (γ)=0%2022.10 | 79.29 | — | — |