Out-of-distribution detection on SVHN CIFAR10 OOD (train)
45FPRVSD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VSDBackbone=LeNet-52021.02 | 45 | 14 | 93 | 97 | 81 | |
| MCDBackbone=LeNet-52021.02 | 50 | 15 | 92 | 97 | 78 | |
| BBBBackbone=LeNet-52021.02 | 56 | 17 | 90 | 96 | 73 | |
| VDBackbone=LeNet-52021.02 | 62 | 17 | 89 | 96 | 71 | |
| MAPBackbone=LeNet-52021.02 | 78 | 23 | 83 | 93 | 58 | |
| MAPBackbone=AlexNet2021.02 | 89 | 33 | 71 | 59 | 83 | |
| VDBackbone=AlexNet2021.02 | 89 | 32 | 72 | 60 | 83 | |
| VSDBackbone=AlexNet2021.02 | 91 | 30 | 73 | 65 | 83 | |
| MCDBackbone=AlexNet2021.02 | 97 | 39 | 59 | 47 | 74 | |
| BBBBackbone=AlexNet2021.02 | 99 | 45 | 53 | 33 | 70 |