Multi-task Classification on Office-Caltech
98.61Accuracy (Task o)STL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STLMissing Rate (γ)=50%2022.10 | 98.61 | 0 | 0 | |
| STLMissing Rate (γ)=75%2022.10 | 98.53 | 0 | 0 | |
| Association Graph LearningMissing Rate (γ)=25%2022.10 | 98.51 | 97.35 | 97.92 | |
| Association Graph LearningMissing Rate (γ)=0%2022.10 | 98.26 | — | — | |
| WeighLossesMissing Rate (γ)=0%2022.10 | 98.24 | — | — | |
| ERMMissing Rate (γ)=0%2022.10 | 98.22 | — | — | |
| Association Graph LearningMissing Rate (γ)=50%2022.10 | 98.15 | 88.65 | 92.83 | |
| STLMissing Rate (γ)=0%2022.10 | 98.13 | — | — | |
| Association Graph LearningMissing Rate (γ)=75%2022.10 | 98.12 | 55.47 | 70.55 | |
| STLMissing Rate (γ)=25%2022.10 | 98.07 | 0 | 0 | |
| PCGradMissing Rate (γ)=0%2022.10 | 98.02 | — | — | |
| PCGradMissing Rate (γ)=25%2022.10 | 97.92 | 92.96 | 95.2 | |
| WeighLossesMissing Rate (γ)=25%2022.10 | 97.81 | 93.84 | 95.69 | |
| ERMMissing Rate (γ)=50%2022.10 | 97.43 | 77.33 | 85.09 | |
| PCGradMissing Rate (γ)=50%2022.10 | 97.43 | 80.29 | 87.28 | |
| ERMMissing Rate (γ)=25%2022.10 | 97.42 | 94.27 | 95.76 | |
| ERMMissing Rate (γ)=75%2022.10 | 97.28 | 47.43 | 62.98 | |
| WeighLossesMissing Rate (γ)=50%2022.10 | 97.27 | 76.54 | 84.6 | |
| PCGradMissing Rate (γ)=75%2022.10 | 96.43 | 49.84 | 64.93 | |
| WeighLossesMissing Rate (γ)=75%2022.10 | 96.43 | 49.39 | 64.46 |