Mixture Proportion Estimation on CIFAR Dog vs Cat
0.066Abs. Estimation Error(TED)ⁿ
Evaluation Results
| Method | Links | |
|---|---|---|
| (TED)ⁿBackbone=All Conv, Oracle early stopping=false2021.11 | 0.066 | |
| (TED)ⁿBackbone=ResNet-18, Oracle early stopping=false2021.11 | 0.078 | |
| DEDPULBackbone=All Conv, Oracle early stopping=true2021.11 | 0.115 | |
| BBEBackbone=All Conv, Oracle early stopping=true2021.11 | 0.128 | |
| DEDPULBackbone=ResNet-18, Oracle early stopping=true2021.11 | 0.17 | |
| AlphaMaxBackbone=ResNet-18, Oracle early stopping=true2021.11 | 0.17 | |
| BBEBackbone=ResNet-18, Oracle early stopping=true2021.11 | 0.176 | |
| AlphaMaxBackbone=All Conv, Oracle early stopping=true2021.11 | 0.19 | |
| ENBackbone=ResNet-18, Oracle early stopping=true2021.11 | 0.226 | |
| ENBackbone=All Conv, Oracle early stopping=true2021.11 | 0.25 | |
| TiCEBackbone=ResNet-18, Oracle early stopping=false2021.11 | 0.286 | |
| KM2Backbone=ResNet-18, Oracle early stopping=false2021.11 | 0.331 |