Classification on BloodMNIST v1 (test)
96AccuracyRate-In
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Rate-InFull Model Accuracy=0.97, Dropout Rate (ρ,ε)=0.052024.12 | 96 | 99 | |
| ActivationFull Model Accuracy=0.97, Dropout Rate (ρ,ε)=0.052024.12 | 96 | 99 | |
| ConstantFull Model Accuracy=0.97, Dropout Rate (ρ,ε)=0.052024.12 | 95 | 99 | |
| ScheduledFull Model Accuracy=0.97, Dropout Rate (ρ,ε)=0.052024.12 | 95 | 99 | |
| Rate-InFull Model Accuracy=0.97, Dropout Rate (ρ,ε)=0.12024.12 | 93 | 99 | |
| ActivationFull Model Accuracy=0.97, Dropout Rate (ρ,ε)=0.12024.12 | 93 | 99 | |
| ScheduledFull Model Accuracy=0.97, Dropout Rate (ρ,ε)=0.12024.12 | 92 | 98 | |
| ConstantFull Model Accuracy=0.97, Dropout Rate (ρ,ε)=0.12024.12 | 91 | 98 | |
| Rate-InFull Model Accuracy=0.97, Dropout Rate (ρ,ε)=0.22024.12 | 82 | 92 | |
| ActivationFull Model Accuracy=0.97, Dropout Rate (ρ,ε)=0.22024.12 | 81 | 92 | |
| ScheduledFull Model Accuracy=0.97, Dropout Rate (ρ,ε)=0.22024.12 | 75 | 86 | |
| ConstantFull Model Accuracy=0.97, Dropout Rate (ρ,ε)=0.22024.12 | 58 | 75 |